Pricing a product is a crucial aspect in any business. Alot of thought process is out into it. There are different strategies to price different kinds of products. There are products whose sales are quite sensitive to their prices and as such a small change in their price can lead to noticeable change in their sales. While there are products whose sales are not much affected by their price - these tend to be either luxury items or necessities (like certain medicines). This notebook will focus on the former type of products.
Price elasticity of demand (Epd), or elasticity, is the degree to which the effective desire for something changes as its price changes. In general, people desire things less as those things become more expensive. However, for some products, the customer's desire could drop sharply even with a little price increase, and for other products, it could stay almost the same even with a big price increase. Economists use the term elasticity to denote this sensitivity to price increases. More precisely, price elasticity gives the percentage change in quantity demanded when there is a one percent increase in price, holding everything else constant.
Mathematically speaking, the price elasticity of demand is defined to be the percentage change in quantity demanded, q,divided by the percentage change in price, p. The formula for the price elasticity (ǫ) is: $$e = \%ΔQ/ \%ΔP$$
In this work, we shall look at the sales of the items of a cafe. This cafe sells burgers, coke, lemonade and coffee. As a data scientist, it is our task to figure out the optimal prices to set for these items. If the price is set too high, the sales will drop & the price is set to low, then the margins will decrease. What is the sweet spot that will give us the maximum profit?
# Import the reqiured libraries
import pandas as pd
import numpy as np
import statsmodels.api as sm
from statsmodels.formula.api import ols
import matplotlib.pyplot as plt
import seaborn as sns; sns.set(style="ticks", color_codes=True)
## Get multiple outputs in the same cell
from IPython.core.interactiveshell import InteractiveShell
InteractiveShell.ast_node_interactivity = "all"
## Ignore all warnings
import warnings
warnings.filterwarnings('ignore')
warnings.filterwarnings(action='ignore', category=DeprecationWarning)
## Display all rows and columns of a dataframe instead of a truncated version
from IPython.display import display
pd.set_option('display.max_columns', None)
pd.set_option('display.max_rows', None)
sold = pd.read_csv('data/Cafe - Sell Meta Data.csv')
transactions = pd.read_csv('data/Cafe - Transaction - Store.csv')
date_info = pd.read_csv('data/Cafe - DateInfo.csv')
sold.head()
| SELL_ID | SELL_CATEGORY | ITEM_ID | ITEM_NAME | |
|---|---|---|---|---|
| 0 | 1070 | 0 | 7821 | BURGER |
| 1 | 3055 | 0 | 3052 | COFFEE |
| 2 | 3067 | 0 | 5030 | COKE |
| 3 | 3028 | 0 | 6249 | LEMONADE |
| 4 | 2051 | 2 | 7821 | BURGER |
sold.describe()
sold.describe(include = ['O'])
| SELL_ID | SELL_CATEGORY | ITEM_ID | |
|---|---|---|---|
| count | 11.000000 | 11.000000 | 11.000000 |
| mean | 2235.000000 | 1.272727 | 5906.909091 |
| std | 598.728653 | 1.009050 | 1830.217170 |
| min | 1070.000000 | 0.000000 | 3052.000000 |
| 25% | 2051.500000 | 0.000000 | 5030.000000 |
| 50% | 2053.000000 | 2.000000 | 6249.000000 |
| 75% | 2540.500000 | 2.000000 | 7821.000000 |
| max | 3067.000000 | 2.000000 | 7821.000000 |
| ITEM_NAME | |
|---|---|
| count | 11 |
| unique | 4 |
| top | BURGER |
| freq | 4 |
sold[sold.isnull().any(axis=1)]
| SELL_ID | SELL_CATEGORY | ITEM_ID | ITEM_NAME |
|---|
SELL_ID: a categorical variable, identifier of the combination of items that is contained in the product.
SELL_CATEGORY: “0” identifies single products; the category “2” identifies the combo ones.
ITEM_ID: a categorical variable, identifier of the item that is contained in the product.
ITEM_NAME: a categorical variable, identifying the name of the item
sns.pairplot(sold)
<seaborn.axisgrid.PairGrid at 0x7fa2806bc690>
transactions.head()
| CALENDAR_DATE | PRICE | QUANTITY | SELL_ID | SELL_CATEGORY | |
|---|---|---|---|---|---|
| 0 | 01/01/12 | 15.50 | 46 | 1070 | 0 |
| 1 | 01/01/12 | 12.73 | 22 | 2051 | 2 |
| 2 | 01/01/12 | 12.75 | 18 | 2052 | 2 |
| 3 | 01/01/12 | 12.60 | 30 | 2053 | 2 |
| 4 | 01/02/12 | 15.50 | 70 | 1070 | 0 |
transactions.describe()
transactions.describe(include = ['O'])
| PRICE | QUANTITY | SELL_ID | SELL_CATEGORY | |
|---|---|---|---|---|
| count | 5404.000000 | 5404.000000 | 5404.00000 | 5404.000000 |
| mean | 12.868729 | 44.335307 | 1806.50000 | 1.500000 |
| std | 1.563922 | 25.502597 | 425.25841 | 0.866106 |
| min | 10.120000 | 8.000000 | 1070.00000 | 0.000000 |
| 25% | 11.530000 | 24.000000 | 1805.75000 | 1.500000 |
| 50% | 12.640000 | 36.000000 | 2051.50000 | 2.000000 |
| 75% | 13.557500 | 60.000000 | 2052.25000 | 2.000000 |
| max | 16.500000 | 124.000000 | 2053.00000 | 2.000000 |
| CALENDAR_DATE | |
|---|---|
| count | 5404 |
| unique | 1348 |
| top | 03/01/13 |
| freq | 16 |
transactions[transactions.isnull().any(axis=1)]
| CALENDAR_DATE | PRICE | QUANTITY | SELL_ID | SELL_CATEGORY |
|---|
Important: It’s supposed the PRICE for that product in that day will not vary.
In details: CALENDAR_DATE: a date/time variable, having the time always set to 00:00 AM.
PRICE: a numeric variable, associated with the price of the product identified by the SELL_ID.
QUANTITY: a numeric variable, associated with the quantity of the product sold, identified by the SELL_ID.
SELL_ID: a categorical variable, identifier of the product sold.
SELL_CATEGORY: a categorical variable, category of the product sold.
plt.hist(transactions.PRICE)
(array([ 360., 509., 629., 1351., 1082., 122., 389., 240., 482.,
240.]),
array([10.12 , 10.758, 11.396, 12.034, 12.672, 13.31 , 13.948, 14.586,
15.224, 15.862, 16.5 ]),
<a list of 10 Patch objects>)
sns.pairplot(transactions)
<seaborn.axisgrid.PairGrid at 0x7fa271cf76d0>
date_info.head()
| CALENDAR_DATE | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|
| 0 | 1/1/12 | 2012 | New Year | 1 | 0 | 24.8 | 0 |
| 1 | 1/2/12 | 2012 | New Year | 0 | 0 | 24.8 | 0 |
| 2 | 1/3/12 | 2012 | New Year | 0 | 0 | 32.0 | 1 |
| 3 | 1/4/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 4 | 1/5/12 | 2012 | NaN | 0 | 0 | 24.8 | 0 |
date_info.describe()
date_info.describe(include = ['O'])
| YEAR | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|
| count | 1349.000000 | 1349.000000 | 1349.000000 | 1349.000000 | 1349.000000 |
| mean | 2013.375093 | 0.285397 | 0.204596 | 56.326019 | 0.862120 |
| std | 1.073073 | 0.451771 | 0.403556 | 20.227597 | 0.344902 |
| min | 2012.000000 | 0.000000 | 0.000000 | 14.000000 | 0.000000 |
| 25% | 2012.000000 | 0.000000 | 0.000000 | 35.600000 | 1.000000 |
| 50% | 2013.000000 | 0.000000 | 0.000000 | 60.800000 | 1.000000 |
| 75% | 2014.000000 | 1.000000 | 0.000000 | 75.200000 | 1.000000 |
| max | 2015.000000 | 1.000000 | 1.000000 | 87.800000 | 1.000000 |
| CALENDAR_DATE | HOLIDAY | |
|---|---|---|
| count | 1349 | 105 |
| unique | 1348 | 8 |
| top | 3/1/13 | Luner New Year |
| freq | 2 | 28 |
date_info.dtypes
CALENDAR_DATE object YEAR int64 HOLIDAY object IS_WEEKEND int64 IS_SCHOOLBREAK int64 AVERAGE_TEMPERATURE float64 IS_OUTDOOR int64 dtype: object
date_info[date_info.isnull().any(axis=1)]
| CALENDAR_DATE | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|
| 3 | 1/4/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 4 | 1/5/12 | 2012 | NaN | 0 | 0 | 24.8 | 0 |
| 5 | 1/6/12 | 2012 | NaN | 0 | 0 | 23.0 | 0 |
| 6 | 1/7/12 | 2012 | NaN | 1 | 0 | 26.6 | 0 |
| 7 | 1/8/12 | 2012 | NaN | 1 | 0 | 26.6 | 0 |
| 8 | 1/9/12 | 2012 | NaN | 0 | 0 | 23.0 | 0 |
| 9 | 1/10/12 | 2012 | NaN | 0 | 0 | 24.8 | 0 |
| 10 | 1/11/12 | 2012 | NaN | 0 | 0 | 21.2 | 0 |
| 11 | 1/12/12 | 2012 | NaN | 0 | 0 | 24.8 | 0 |
| 12 | 1/13/12 | 2012 | NaN | 0 | 0 | 26.6 | 0 |
| 13 | 1/14/12 | 2012 | NaN | 1 | 0 | 23.0 | 0 |
| 14 | 1/15/12 | 2012 | NaN | 1 | 0 | 32.0 | 1 |
| 15 | 1/16/12 | 2012 | NaN | 0 | 0 | 23.0 | 0 |
| 16 | 1/17/12 | 2012 | NaN | 0 | 0 | 23.0 | 0 |
| 17 | 1/18/12 | 2012 | NaN | 0 | 0 | 23.0 | 0 |
| 18 | 1/19/12 | 2012 | NaN | 0 | 0 | 24.8 | 0 |
| 19 | 1/20/12 | 2012 | NaN | 0 | 0 | 26.6 | 0 |
| 20 | 1/21/12 | 2012 | NaN | 1 | 0 | 26.6 | 0 |
| 21 | 1/22/12 | 2012 | NaN | 1 | 0 | 24.8 | 0 |
| 22 | 1/23/12 | 2012 | NaN | 0 | 0 | 23.0 | 0 |
| 23 | 1/24/12 | 2012 | NaN | 0 | 0 | 24.8 | 0 |
| 24 | 1/25/12 | 2012 | NaN | 0 | 0 | 23.0 | 0 |
| 25 | 1/26/12 | 2012 | NaN | 0 | 0 | 24.8 | 0 |
| 26 | 1/27/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 27 | 1/28/12 | 2012 | NaN | 1 | 0 | 32.0 | 1 |
| 28 | 1/29/12 | 2012 | NaN | 1 | 0 | 23.0 | 0 |
| 29 | 1/30/12 | 2012 | NaN | 0 | 0 | 28.4 | 0 |
| 30 | 1/31/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 31 | 2/1/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 39 | 2/9/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 40 | 2/10/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 41 | 2/11/12 | 2012 | NaN | 1 | 0 | 24.8 | 0 |
| 42 | 2/12/12 | 2012 | NaN | 1 | 0 | 24.8 | 0 |
| 43 | 2/13/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 44 | 2/14/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 45 | 2/15/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 46 | 2/16/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 47 | 2/17/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 48 | 2/18/12 | 2012 | NaN | 1 | 0 | 32.0 | 1 |
| 49 | 2/19/12 | 2012 | NaN | 1 | 0 | 37.4 | 1 |
| 50 | 2/20/12 | 2012 | NaN | 0 | 0 | 37.4 | 1 |
| 51 | 2/21/12 | 2012 | NaN | 0 | 0 | 39.2 | 1 |
| 52 | 2/22/12 | 2012 | NaN | 0 | 0 | 39.2 | 1 |
| 53 | 2/23/12 | 2012 | NaN | 0 | 0 | 42.8 | 1 |
| 54 | 2/24/12 | 2012 | NaN | 0 | 0 | 39.2 | 1 |
| 55 | 2/25/12 | 2012 | NaN | 1 | 0 | 37.4 | 1 |
| 56 | 2/26/12 | 2012 | NaN | 1 | 0 | 32.0 | 1 |
| 57 | 2/27/12 | 2012 | NaN | 0 | 0 | 30.2 | 1 |
| 58 | 2/28/12 | 2012 | NaN | 0 | 0 | 33.8 | 1 |
| 59 | 3/1/12 | 2012 | NaN | 0 | 0 | 33.8 | 1 |
| 60 | 3/2/12 | 2012 | NaN | 0 | 0 | 35.6 | 1 |
| 61 | 3/3/12 | 2012 | NaN | 1 | 0 | 35.6 | 1 |
| 62 | 3/4/12 | 2012 | NaN | 1 | 0 | 41.0 | 1 |
| 63 | 3/5/12 | 2012 | NaN | 0 | 0 | 44.6 | 1 |
| 64 | 3/6/12 | 2012 | NaN | 0 | 0 | 39.2 | 1 |
| 65 | 3/7/12 | 2012 | NaN | 0 | 0 | 39.2 | 1 |
| 66 | 3/8/12 | 2012 | NaN | 0 | 0 | 39.2 | 1 |
| 67 | 3/9/12 | 2012 | NaN | 0 | 0 | 41.0 | 1 |
| 68 | 3/10/12 | 2012 | NaN | 1 | 0 | 46.4 | 1 |
| 69 | 3/11/12 | 2012 | NaN | 1 | 0 | 50.0 | 1 |
| 70 | 3/12/12 | 2012 | NaN | 0 | 0 | 55.4 | 1 |
| 71 | 3/13/12 | 2012 | NaN | 0 | 0 | 50.0 | 1 |
| 72 | 3/14/12 | 2012 | NaN | 0 | 0 | 41.0 | 1 |
| 73 | 3/15/12 | 2012 | NaN | 0 | 0 | 37.4 | 1 |
| 74 | 3/16/12 | 2012 | NaN | 0 | 0 | 42.8 | 1 |
| 75 | 3/17/12 | 2012 | NaN | 1 | 0 | 50.0 | 1 |
| 76 | 3/18/12 | 2012 | NaN | 1 | 0 | 44.6 | 1 |
| 77 | 3/19/12 | 2012 | NaN | 0 | 0 | 46.4 | 1 |
| 78 | 3/20/12 | 2012 | NaN | 0 | 0 | 44.6 | 1 |
| 79 | 3/21/12 | 2012 | NaN | 0 | 0 | 37.4 | 1 |
| 80 | 3/22/12 | 2012 | NaN | 0 | 0 | 39.2 | 1 |
| 81 | 3/23/12 | 2012 | NaN | 0 | 0 | 42.8 | 1 |
| 82 | 3/24/12 | 2012 | NaN | 1 | 0 | 42.8 | 1 |
| 83 | 3/25/12 | 2012 | NaN | 1 | 0 | 42.8 | 1 |
| 84 | 3/26/12 | 2012 | NaN | 0 | 0 | 46.4 | 1 |
| 85 | 3/27/12 | 2012 | NaN | 0 | 0 | 48.2 | 1 |
| 86 | 3/28/12 | 2012 | NaN | 0 | 0 | 50.0 | 1 |
| 87 | 3/29/12 | 2012 | NaN | 0 | 0 | 51.8 | 1 |
| 88 | 3/30/12 | 2012 | NaN | 0 | 0 | 57.2 | 1 |
| 89 | 3/31/12 | 2012 | NaN | 1 | 0 | 57.2 | 1 |
| 90 | 4/1/12 | 2012 | NaN | 1 | 0 | 44.6 | 1 |
| 91 | 4/2/12 | 2012 | NaN | 0 | 0 | 44.6 | 1 |
| 95 | 4/6/12 | 2012 | NaN | 0 | 0 | 55.4 | 1 |
| 96 | 4/7/12 | 2012 | NaN | 1 | 0 | 53.6 | 1 |
| 97 | 4/8/12 | 2012 | NaN | 1 | 0 | 55.4 | 1 |
| 98 | 4/9/12 | 2012 | NaN | 0 | 0 | 60.8 | 1 |
| 99 | 4/10/12 | 2012 | NaN | 0 | 0 | 50.0 | 1 |
| 100 | 4/11/12 | 2012 | NaN | 0 | 0 | 57.2 | 1 |
| 101 | 4/12/12 | 2012 | NaN | 0 | 0 | 62.6 | 1 |
| 102 | 4/13/12 | 2012 | NaN | 0 | 0 | 66.2 | 1 |
| 103 | 4/14/12 | 2012 | NaN | 1 | 0 | 69.8 | 1 |
| 104 | 4/15/12 | 2012 | NaN | 1 | 0 | 60.8 | 1 |
| 105 | 4/16/12 | 2012 | NaN | 0 | 0 | 66.2 | 1 |
| 106 | 4/17/12 | 2012 | NaN | 0 | 0 | 57.2 | 1 |
| 107 | 4/18/12 | 2012 | NaN | 0 | 0 | 57.2 | 1 |
| 108 | 4/19/12 | 2012 | NaN | 0 | 0 | 62.6 | 1 |
| 109 | 4/20/12 | 2012 | NaN | 0 | 0 | 66.2 | 1 |
| 110 | 4/21/12 | 2012 | NaN | 1 | 0 | 53.6 | 1 |
| 111 | 4/22/12 | 2012 | NaN | 1 | 0 | 57.2 | 1 |
| 112 | 4/23/12 | 2012 | NaN | 0 | 0 | 55.4 | 1 |
| 113 | 4/24/12 | 2012 | NaN | 0 | 0 | 60.8 | 1 |
| 114 | 4/25/12 | 2012 | NaN | 0 | 0 | 55.4 | 1 |
| 115 | 4/26/12 | 2012 | NaN | 0 | 0 | 53.6 | 1 |
| 116 | 4/27/12 | 2012 | NaN | 0 | 0 | 60.8 | 1 |
| 117 | 4/28/12 | 2012 | NaN | 1 | 0 | 64.4 | 1 |
| 118 | 4/29/12 | 2012 | NaN | 1 | 0 | 62.6 | 1 |
| 122 | 5/3/12 | 2012 | NaN | 0 | 0 | 66.2 | 1 |
| 123 | 5/4/12 | 2012 | NaN | 0 | 0 | 60.8 | 1 |
| 124 | 5/5/12 | 2012 | NaN | 1 | 0 | 64.4 | 1 |
| 125 | 5/6/12 | 2012 | NaN | 1 | 0 | 66.2 | 1 |
| 126 | 5/7/12 | 2012 | NaN | 0 | 0 | 68.0 | 1 |
| 127 | 5/8/12 | 2012 | NaN | 0 | 0 | 59.0 | 1 |
| 128 | 5/9/12 | 2012 | NaN | 0 | 0 | 69.8 | 1 |
| 129 | 5/10/12 | 2012 | NaN | 0 | 0 | 66.2 | 1 |
| 130 | 5/11/12 | 2012 | NaN | 0 | 0 | 68.0 | 1 |
| 131 | 5/12/12 | 2012 | NaN | 1 | 0 | 64.4 | 1 |
| 132 | 5/13/12 | 2012 | NaN | 1 | 0 | 69.8 | 1 |
| 133 | 5/14/12 | 2012 | NaN | 0 | 0 | 71.6 | 1 |
| 134 | 5/15/12 | 2012 | NaN | 0 | 0 | 66.2 | 1 |
| 135 | 5/16/12 | 2012 | NaN | 0 | 0 | 69.8 | 1 |
| 136 | 5/17/12 | 2012 | NaN | 0 | 0 | 71.6 | 1 |
| 137 | 5/18/12 | 2012 | NaN | 0 | 0 | 75.2 | 1 |
| 138 | 5/19/12 | 2012 | NaN | 1 | 0 | 68.0 | 1 |
| 139 | 5/20/12 | 2012 | NaN | 1 | 0 | 64.4 | 1 |
| 140 | 5/21/12 | 2012 | NaN | 0 | 0 | 66.2 | 1 |
| 141 | 5/22/12 | 2012 | NaN | 0 | 0 | 71.6 | 1 |
| 142 | 5/23/12 | 2012 | NaN | 0 | 0 | 73.4 | 1 |
| 143 | 5/24/12 | 2012 | NaN | 0 | 0 | 73.4 | 1 |
| 144 | 5/25/12 | 2012 | NaN | 0 | 0 | 71.6 | 1 |
| 145 | 5/26/12 | 2012 | NaN | 1 | 0 | 71.6 | 1 |
| 146 | 5/27/12 | 2012 | NaN | 1 | 0 | 73.4 | 1 |
| 147 | 5/28/12 | 2012 | NaN | 0 | 0 | 80.6 | 1 |
| 148 | 5/29/12 | 2012 | NaN | 0 | 0 | 71.6 | 1 |
| 149 | 5/30/12 | 2012 | NaN | 0 | 0 | 75.2 | 1 |
| 150 | 5/31/12 | 2012 | NaN | 0 | 0 | 73.4 | 1 |
| 151 | 6/1/12 | 2012 | NaN | 0 | 0 | 77.0 | 1 |
| 152 | 6/2/12 | 2012 | NaN | 1 | 0 | 82.4 | 1 |
| 153 | 6/3/12 | 2012 | NaN | 1 | 0 | 78.8 | 1 |
| 157 | 6/7/12 | 2012 | NaN | 0 | 0 | 82.4 | 1 |
| 158 | 6/8/12 | 2012 | NaN | 0 | 0 | 80.6 | 1 |
| 159 | 6/9/12 | 2012 | NaN | 1 | 0 | 82.4 | 1 |
| 160 | 6/10/12 | 2012 | NaN | 1 | 0 | 75.2 | 1 |
| 161 | 6/11/12 | 2012 | NaN | 0 | 0 | 73.4 | 1 |
| 162 | 6/12/12 | 2012 | NaN | 0 | 0 | 80.6 | 1 |
| 163 | 6/13/12 | 2012 | NaN | 0 | 0 | 82.4 | 1 |
| 164 | 6/14/12 | 2012 | NaN | 0 | 0 | 82.4 | 1 |
| 165 | 6/15/12 | 2012 | NaN | 0 | 0 | 77.0 | 1 |
| 166 | 6/16/12 | 2012 | NaN | 1 | 0 | 73.4 | 1 |
| 167 | 6/17/12 | 2012 | NaN | 1 | 0 | 77.0 | 1 |
| 168 | 6/18/12 | 2012 | NaN | 0 | 0 | 80.6 | 1 |
| 169 | 6/19/12 | 2012 | NaN | 0 | 0 | 82.4 | 1 |
| 170 | 6/20/12 | 2012 | NaN | 0 | 0 | 82.4 | 1 |
| 171 | 6/21/12 | 2012 | NaN | 0 | 0 | 84.2 | 1 |
| 172 | 6/22/12 | 2012 | NaN | 0 | 0 | 78.8 | 1 |
| 173 | 6/23/12 | 2012 | NaN | 1 | 0 | 73.4 | 1 |
| 174 | 6/24/12 | 2012 | NaN | 1 | 0 | 71.6 | 1 |
| 175 | 6/25/12 | 2012 | NaN | 0 | 0 | 75.2 | 1 |
| 176 | 6/26/12 | 2012 | NaN | 0 | 0 | 78.8 | 1 |
| 177 | 6/27/12 | 2012 | NaN | 0 | 0 | 80.6 | 1 |
| 178 | 6/28/12 | 2012 | NaN | 0 | 0 | 80.6 | 1 |
| 179 | 6/29/12 | 2012 | NaN | 0 | 0 | 80.6 | 1 |
| 180 | 6/30/12 | 2012 | NaN | 1 | 0 | 80.6 | 1 |
| 181 | 7/1/12 | 2012 | NaN | 1 | 0 | 80.6 | 1 |
| 182 | 7/2/12 | 2012 | NaN | 0 | 0 | 77.0 | 1 |
| 183 | 7/3/12 | 2012 | NaN | 0 | 0 | 80.6 | 1 |
| 184 | 7/4/12 | 2012 | NaN | 0 | 0 | 84.2 | 1 |
| 185 | 7/5/12 | 2012 | NaN | 0 | 0 | 86.0 | 1 |
| 186 | 7/6/12 | 2012 | NaN | 0 | 0 | 80.6 | 1 |
| 187 | 7/7/12 | 2012 | NaN | 1 | 0 | 78.8 | 1 |
| 188 | 7/8/12 | 2012 | NaN | 1 | 0 | 80.6 | 1 |
| 189 | 7/9/12 | 2012 | NaN | 0 | 0 | 82.4 | 1 |
| 190 | 7/10/12 | 2012 | NaN | 0 | 0 | 82.4 | 1 |
| 191 | 7/11/12 | 2012 | NaN | 0 | 0 | 80.6 | 1 |
| 192 | 7/12/12 | 2012 | NaN | 0 | 0 | 80.6 | 1 |
| 193 | 7/13/12 | 2012 | NaN | 0 | 0 | 82.4 | 1 |
| 194 | 7/14/12 | 2012 | NaN | 1 | 0 | 80.6 | 1 |
| 195 | 7/15/12 | 2012 | NaN | 1 | 0 | 80.6 | 1 |
| 196 | 7/16/12 | 2012 | NaN | 0 | 0 | 78.8 | 1 |
| 197 | 7/17/12 | 2012 | NaN | 0 | 0 | 77.0 | 1 |
| 198 | 7/18/12 | 2012 | NaN | 0 | 0 | 75.2 | 1 |
| 199 | 7/19/12 | 2012 | NaN | 0 | 0 | 77.0 | 1 |
| 200 | 7/20/12 | 2012 | NaN | 0 | 0 | 77.0 | 1 |
| 201 | 7/21/12 | 2012 | NaN | 1 | 0 | 77.0 | 1 |
| 202 | 7/22/12 | 2012 | NaN | 1 | 0 | 82.4 | 1 |
| 203 | 7/23/12 | 2012 | NaN | 0 | 0 | 86.0 | 1 |
| 204 | 7/24/12 | 2012 | NaN | 0 | 0 | 78.8 | 1 |
| 205 | 7/25/12 | 2012 | NaN | 0 | 0 | 78.8 | 1 |
| 206 | 7/26/12 | 2012 | NaN | 0 | 0 | 86.0 | 1 |
| 207 | 7/27/12 | 2012 | NaN | 0 | 0 | 84.2 | 1 |
| 208 | 7/28/12 | 2012 | NaN | 1 | 0 | 84.2 | 1 |
| 209 | 7/29/12 | 2012 | NaN | 1 | 0 | 78.8 | 1 |
| 210 | 7/30/12 | 2012 | NaN | 0 | 0 | 80.6 | 1 |
| 211 | 7/31/12 | 2012 | NaN | 0 | 0 | 84.2 | 1 |
| 212 | 8/1/12 | 2012 | NaN | 0 | 0 | 86.0 | 1 |
| 213 | 8/2/12 | 2012 | NaN | 0 | 0 | 82.4 | 1 |
| 214 | 8/3/12 | 2012 | NaN | 0 | 0 | 82.4 | 1 |
| 215 | 8/4/12 | 2012 | NaN | 1 | 0 | 82.4 | 1 |
| 216 | 8/5/12 | 2012 | NaN | 1 | 0 | 80.6 | 1 |
| 217 | 8/6/12 | 2012 | NaN | 0 | 0 | 80.6 | 1 |
| 218 | 8/7/12 | 2012 | NaN | 0 | 0 | 82.4 | 1 |
| 219 | 8/8/12 | 2012 | NaN | 0 | 0 | 84.2 | 1 |
| 220 | 8/9/12 | 2012 | NaN | 0 | 0 | 84.2 | 1 |
| 221 | 8/10/12 | 2012 | NaN | 0 | 0 | 82.4 | 1 |
| 222 | 8/11/12 | 2012 | NaN | 1 | 0 | 84.2 | 1 |
| 223 | 8/12/12 | 2012 | NaN | 1 | 0 | 84.2 | 1 |
| 224 | 8/13/12 | 2012 | NaN | 0 | 0 | 82.4 | 1 |
| 225 | 8/14/12 | 2012 | NaN | 0 | 0 | 77.0 | 1 |
| 226 | 8/15/12 | 2012 | NaN | 0 | 0 | 75.2 | 1 |
| 227 | 8/16/12 | 2012 | NaN | 0 | 0 | 80.6 | 1 |
| 228 | 8/17/12 | 2012 | NaN | 0 | 0 | 78.8 | 1 |
| 229 | 8/18/12 | 2012 | NaN | 1 | 0 | 75.2 | 1 |
| 230 | 8/19/12 | 2012 | NaN | 1 | 0 | 77.0 | 1 |
| 231 | 8/20/12 | 2012 | NaN | 0 | 0 | 78.8 | 1 |
| 232 | 8/21/12 | 2012 | NaN | 0 | 0 | 78.8 | 1 |
| 233 | 8/22/12 | 2012 | NaN | 0 | 0 | 77.0 | 1 |
| 234 | 8/23/12 | 2012 | NaN | 0 | 0 | 77.0 | 1 |
| 235 | 8/24/12 | 2012 | NaN | 0 | 0 | 75.2 | 1 |
| 236 | 8/25/12 | 2012 | NaN | 1 | 0 | 73.4 | 1 |
| 237 | 8/26/12 | 2012 | NaN | 1 | 0 | 75.2 | 1 |
| 238 | 8/27/12 | 2012 | NaN | 0 | 0 | 75.2 | 1 |
| 239 | 8/28/12 | 2012 | NaN | 0 | 0 | 77.0 | 1 |
| 240 | 8/29/12 | 2012 | NaN | 0 | 0 | 78.8 | 1 |
| 241 | 8/30/12 | 2012 | NaN | 0 | 0 | 80.6 | 1 |
| 242 | 8/31/12 | 2012 | NaN | 0 | 0 | 77.0 | 1 |
| 243 | 9/1/12 | 2012 | NaN | 1 | 0 | 73.4 | 1 |
| 244 | 9/2/12 | 2012 | NaN | 1 | 0 | 75.2 | 1 |
| 245 | 9/3/12 | 2012 | NaN | 0 | 0 | 71.6 | 1 |
| 246 | 9/4/12 | 2012 | NaN | 0 | 0 | 75.2 | 1 |
| 247 | 9/5/12 | 2012 | NaN | 0 | 0 | 77.0 | 1 |
| 248 | 9/6/12 | 2012 | NaN | 0 | 0 | 75.2 | 1 |
| 249 | 9/7/12 | 2012 | NaN | 0 | 0 | 71.6 | 1 |
| 250 | 9/8/12 | 2012 | NaN | 1 | 0 | 68.0 | 1 |
| 251 | 9/9/12 | 2012 | NaN | 1 | 0 | 66.2 | 1 |
| 255 | 9/13/12 | 2012 | NaN | 0 | 0 | 69.8 | 1 |
| 256 | 9/14/12 | 2012 | NaN | 0 | 0 | 69.8 | 1 |
| 257 | 9/15/12 | 2012 | NaN | 1 | 0 | 69.8 | 1 |
| 258 | 9/16/12 | 2012 | NaN | 1 | 0 | 62.6 | 1 |
| 259 | 9/17/12 | 2012 | NaN | 0 | 0 | 59.0 | 1 |
| 260 | 9/18/12 | 2012 | NaN | 0 | 0 | 59.0 | 1 |
| 261 | 9/19/12 | 2012 | NaN | 0 | 0 | 60.8 | 1 |
| 262 | 9/20/12 | 2012 | NaN | 0 | 0 | 62.6 | 1 |
| 263 | 9/21/12 | 2012 | NaN | 0 | 0 | 66.2 | 1 |
| 264 | 9/22/12 | 2012 | NaN | 1 | 0 | 68.0 | 1 |
| 265 | 9/23/12 | 2012 | NaN | 1 | 0 | 68.0 | 1 |
| 266 | 9/24/12 | 2012 | NaN | 0 | 0 | 69.8 | 1 |
| 267 | 9/25/12 | 2012 | NaN | 0 | 0 | 69.8 | 1 |
| 268 | 9/26/12 | 2012 | NaN | 0 | 0 | 69.8 | 1 |
| 269 | 9/27/12 | 2012 | NaN | 0 | 0 | 69.8 | 1 |
| 270 | 9/28/12 | 2012 | NaN | 0 | 0 | 66.2 | 1 |
| 271 | 9/29/12 | 2012 | NaN | 1 | 0 | 60.8 | 1 |
| 272 | 9/30/12 | 2012 | NaN | 1 | 0 | 59.0 | 1 |
| 280 | 10/8/12 | 2012 | NaN | 0 | 0 | 66.2 | 1 |
| 281 | 10/9/12 | 2012 | NaN | 0 | 0 | 66.2 | 1 |
| 282 | 10/10/12 | 2012 | NaN | 0 | 0 | 62.6 | 1 |
| 283 | 10/11/12 | 2012 | NaN | 0 | 0 | 62.6 | 1 |
| 284 | 10/12/12 | 2012 | NaN | 0 | 0 | 62.6 | 1 |
| 285 | 10/13/12 | 2012 | NaN | 1 | 0 | 59.0 | 1 |
| 286 | 10/14/12 | 2012 | NaN | 1 | 0 | 57.2 | 1 |
| 287 | 10/15/12 | 2012 | NaN | 0 | 0 | 59.0 | 1 |
| 288 | 10/16/12 | 2012 | NaN | 0 | 0 | 57.2 | 1 |
| 289 | 10/17/12 | 2012 | NaN | 0 | 0 | 57.2 | 1 |
| 290 | 10/18/12 | 2012 | NaN | 0 | 0 | 59.0 | 1 |
| 291 | 10/19/12 | 2012 | NaN | 0 | 0 | 59.0 | 1 |
| 292 | 10/20/12 | 2012 | NaN | 1 | 0 | 60.8 | 1 |
| 293 | 10/21/12 | 2012 | NaN | 1 | 0 | 57.2 | 1 |
| 294 | 10/22/12 | 2012 | NaN | 0 | 0 | 60.8 | 1 |
| 295 | 10/23/12 | 2012 | NaN | 0 | 0 | 50.0 | 1 |
| 296 | 10/24/12 | 2012 | NaN | 0 | 0 | 46.4 | 1 |
| 297 | 10/25/12 | 2012 | NaN | 0 | 0 | 50.0 | 1 |
| 298 | 10/26/12 | 2012 | NaN | 0 | 0 | 48.2 | 1 |
| 299 | 10/27/12 | 2012 | NaN | 1 | 0 | 50.0 | 1 |
| 300 | 10/28/12 | 2012 | NaN | 1 | 0 | 51.8 | 1 |
| 301 | 10/29/12 | 2012 | NaN | 0 | 0 | 53.6 | 1 |
| 302 | 10/30/12 | 2012 | NaN | 0 | 0 | 53.6 | 1 |
| 303 | 10/31/12 | 2012 | NaN | 0 | 0 | 53.6 | 1 |
| 304 | 11/1/12 | 2012 | NaN | 0 | 0 | 51.8 | 1 |
| 305 | 11/2/12 | 2012 | NaN | 0 | 0 | 53.6 | 1 |
| 306 | 11/3/12 | 2012 | NaN | 1 | 0 | 51.8 | 1 |
| 307 | 11/4/12 | 2012 | NaN | 1 | 0 | 51.8 | 1 |
| 308 | 11/5/12 | 2012 | NaN | 0 | 0 | 53.6 | 1 |
| 309 | 11/6/12 | 2012 | NaN | 0 | 0 | 51.8 | 1 |
| 310 | 11/7/12 | 2012 | NaN | 0 | 0 | 50.0 | 1 |
| 311 | 11/8/12 | 2012 | NaN | 0 | 0 | 46.4 | 1 |
| 312 | 11/9/12 | 2012 | NaN | 0 | 0 | 46.4 | 1 |
| 313 | 11/10/12 | 2012 | NaN | 1 | 0 | 48.2 | 1 |
| 314 | 11/11/12 | 2012 | NaN | 1 | 0 | 50.0 | 1 |
| 315 | 11/12/12 | 2012 | NaN | 0 | 0 | 46.4 | 1 |
| 316 | 11/13/12 | 2012 | NaN | 0 | 0 | 42.8 | 1 |
| 317 | 11/14/12 | 2012 | NaN | 0 | 0 | 44.6 | 1 |
| 318 | 11/15/12 | 2012 | NaN | 0 | 0 | 44.6 | 1 |
| 319 | 11/16/12 | 2012 | NaN | 0 | 0 | 46.4 | 1 |
| 320 | 11/17/12 | 2012 | NaN | 1 | 0 | 41.0 | 1 |
| 321 | 11/18/12 | 2012 | NaN | 1 | 0 | 44.6 | 1 |
| 322 | 11/19/12 | 2012 | NaN | 0 | 0 | 37.4 | 1 |
| 323 | 11/20/12 | 2012 | NaN | 0 | 0 | 37.4 | 1 |
| 324 | 11/21/12 | 2012 | NaN | 0 | 0 | 41.0 | 1 |
| 325 | 11/22/12 | 2012 | NaN | 0 | 0 | 39.2 | 1 |
| 326 | 11/23/12 | 2012 | NaN | 0 | 0 | 33.8 | 1 |
| 327 | 11/24/12 | 2012 | NaN | 1 | 0 | 35.6 | 1 |
| 328 | 11/25/12 | 2012 | NaN | 1 | 0 | 37.4 | 1 |
| 329 | 11/26/12 | 2012 | NaN | 0 | 0 | 39.2 | 1 |
| 330 | 11/27/12 | 2012 | NaN | 0 | 0 | 37.4 | 1 |
| 331 | 11/28/12 | 2012 | NaN | 0 | 0 | 35.6 | 1 |
| 332 | 11/29/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 333 | 11/30/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 334 | 12/1/12 | 2012 | NaN | 1 | 0 | 33.8 | 1 |
| 335 | 12/2/12 | 2012 | NaN | 1 | 0 | 32.0 | 1 |
| 336 | 12/3/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 337 | 12/4/12 | 2012 | NaN | 0 | 0 | 33.8 | 1 |
| 338 | 12/5/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 339 | 12/6/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 340 | 12/7/12 | 2012 | NaN | 0 | 0 | 30.2 | 0 |
| 341 | 12/8/12 | 2012 | NaN | 1 | 0 | 24.8 | 0 |
| 342 | 12/9/12 | 2012 | NaN | 1 | 0 | 28.4 | 1 |
| 343 | 12/10/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 344 | 12/11/12 | 2012 | NaN | 0 | 0 | 33.8 | 1 |
| 345 | 12/12/12 | 2012 | NaN | 0 | 0 | 35.6 | 1 |
| 346 | 12/13/12 | 2012 | NaN | 0 | 0 | 32.0 | 1 |
| 347 | 12/14/12 | 2012 | NaN | 0 | 0 | 28.4 | 0 |
| 348 | 12/15/12 | 2012 | NaN | 1 | 0 | 24.8 | 0 |
| 349 | 12/16/12 | 2012 | NaN | 1 | 0 | 26.6 | 0 |
| 350 | 12/17/12 | 2012 | NaN | 0 | 0 | 26.6 | 0 |
| 351 | 12/18/12 | 2012 | NaN | 0 | 0 | 28.4 | 0 |
| 352 | 12/19/12 | 2012 | NaN | 0 | 0 | 30.2 | 1 |
| 353 | 12/20/12 | 2012 | NaN | 0 | 0 | 30.2 | 1 |
| 354 | 12/21/12 | 2012 | NaN | 0 | 0 | 28.4 | 0 |
| 355 | 12/22/12 | 2012 | NaN | 1 | 0 | 28.4 | 0 |
| 356 | 12/23/12 | 2012 | NaN | 1 | 0 | 30.2 | 1 |
| 357 | 12/24/12 | 2012 | NaN | 0 | 0 | 30.2 | 0 |
| 358 | 12/25/12 | 2012 | NaN | 0 | 0 | 30.2 | 0 |
| 359 | 12/26/12 | 2012 | NaN | 0 | 0 | 30.2 | 1 |
| 360 | 12/27/12 | 2012 | NaN | 0 | 0 | 30.2 | 1 |
| 361 | 12/28/12 | 2012 | NaN | 0 | 0 | 30.2 | 0 |
| 362 | 12/29/12 | 2012 | NaN | 1 | 0 | 26.6 | 1 |
| 363 | 12/30/12 | 2012 | NaN | 1 | 0 | 28.4 | 1 |
| 364 | 12/31/12 | 2012 | NaN | 0 | 0 | 30.2 | 0 |
| 368 | 1/4/13 | 2013 | NaN | 0 | 0 | 24.8 | 0 |
| 369 | 1/5/13 | 2013 | NaN | 1 | 0 | 26.6 | 0 |
| 370 | 1/6/13 | 2013 | NaN | 1 | 0 | 26.6 | 0 |
| 371 | 1/7/13 | 2013 | NaN | 0 | 0 | 26.6 | 0 |
| 372 | 1/8/13 | 2013 | NaN | 0 | 0 | 26.6 | 0 |
| 373 | 1/9/13 | 2013 | NaN | 0 | 0 | 28.4 | 0 |
| 374 | 1/10/13 | 2013 | NaN | 0 | 0 | 28.4 | 0 |
| 375 | 1/11/13 | 2013 | NaN | 0 | 0 | 24.8 | 0 |
| 376 | 1/12/13 | 2013 | NaN | 1 | 0 | 28.4 | 0 |
| 377 | 1/13/13 | 2013 | NaN | 1 | 0 | 30.2 | 0 |
| 378 | 1/14/13 | 2013 | NaN | 0 | 1 | 30.2 | 0 |
| 379 | 1/15/13 | 2013 | NaN | 0 | 1 | 30.2 | 0 |
| 380 | 1/16/13 | 2013 | NaN | 0 | 1 | 30.2 | 1 |
| 381 | 1/17/13 | 2013 | NaN | 0 | 1 | 30.2 | 1 |
| 382 | 1/18/13 | 2013 | NaN | 0 | 1 | 32.0 | 1 |
| 383 | 1/19/13 | 2013 | NaN | 1 | 1 | 28.4 | 1 |
| 384 | 1/20/13 | 2013 | NaN | 1 | 1 | 23.0 | 0 |
| 385 | 1/21/13 | 2013 | NaN | 0 | 1 | 19.4 | 0 |
| 393 | 1/29/13 | 2013 | NaN | 0 | 1 | 23.0 | 0 |
| 394 | 1/30/13 | 2013 | NaN | 0 | 1 | 23.0 | 0 |
| 395 | 1/31/13 | 2013 | NaN | 0 | 1 | 23.0 | 0 |
| 396 | 2/1/13 | 2013 | NaN | 0 | 1 | 19.4 | 0 |
| 397 | 2/2/13 | 2013 | NaN | 1 | 1 | 21.2 | 0 |
| 398 | 2/3/13 | 2013 | NaN | 1 | 1 | 26.6 | 0 |
| 399 | 2/4/13 | 2013 | NaN | 0 | 1 | 30.2 | 0 |
| 400 | 2/5/13 | 2013 | NaN | 0 | 1 | 30.2 | 0 |
| 401 | 2/6/13 | 2013 | NaN | 0 | 1 | 19.4 | 0 |
| 402 | 2/7/13 | 2013 | NaN | 0 | 0 | 23.0 | 0 |
| 403 | 2/8/13 | 2013 | NaN | 0 | 0 | 26.6 | 0 |
| 404 | 2/9/13 | 2013 | NaN | 1 | 0 | 28.4 | 0 |
| 405 | 2/10/13 | 2013 | NaN | 1 | 0 | 28.4 | 0 |
| 406 | 2/11/13 | 2013 | NaN | 0 | 0 | 32.0 | 0 |
| 407 | 2/12/13 | 2013 | NaN | 0 | 0 | 32.0 | 1 |
| 408 | 2/13/13 | 2013 | NaN | 0 | 0 | 33.8 | 1 |
| 409 | 2/14/13 | 2013 | NaN | 0 | 0 | 30.2 | 0 |
| 410 | 2/15/13 | 2013 | NaN | 0 | 0 | 32.0 | 1 |
| 411 | 2/16/13 | 2013 | NaN | 1 | 0 | 28.4 | 0 |
| 412 | 2/17/13 | 2013 | NaN | 1 | 0 | 28.4 | 0 |
| 413 | 2/18/13 | 2013 | NaN | 0 | 0 | 30.2 | 0 |
| 414 | 2/19/13 | 2013 | NaN | 0 | 0 | 32.0 | 1 |
| 415 | 2/20/13 | 2013 | NaN | 0 | 0 | 35.6 | 1 |
| 416 | 2/21/13 | 2013 | NaN | 0 | 0 | 33.8 | 1 |
| 417 | 2/22/13 | 2013 | NaN | 0 | 0 | 35.6 | 1 |
| 418 | 2/23/13 | 2013 | NaN | 1 | 0 | 33.8 | 1 |
| 419 | 2/24/13 | 2013 | NaN | 1 | 0 | 32.0 | 1 |
| 420 | 2/25/13 | 2013 | NaN | 0 | 0 | 32.0 | 1 |
| 421 | 2/26/13 | 2013 | NaN | 0 | 0 | 32.0 | 1 |
| 422 | 2/27/13 | 2013 | NaN | 0 | 0 | 35.6 | 1 |
| 423 | 2/28/13 | 2013 | NaN | 0 | 0 | 35.6 | 1 |
| 424 | 3/1/13 | 2013 | NaN | 0 | 0 | 39.2 | 1 |
| 425 | 3/1/13 | 2013 | NaN | 0 | 0 | 32.0 | 1 |
| 426 | 3/2/13 | 2013 | NaN | 1 | 0 | 35.6 | 1 |
| 427 | 3/3/13 | 2013 | NaN | 1 | 0 | 33.8 | 1 |
| 428 | 3/4/13 | 2013 | NaN | 0 | 0 | 35.6 | 1 |
| 429 | 3/5/13 | 2013 | NaN | 0 | 0 | 35.6 | 1 |
| 430 | 3/6/13 | 2013 | NaN | 0 | 0 | 39.2 | 1 |
| 431 | 3/7/13 | 2013 | NaN | 0 | 0 | 39.2 | 1 |
| 432 | 3/8/13 | 2013 | NaN | 0 | 0 | 32.0 | 1 |
| 433 | 3/9/13 | 2013 | NaN | 1 | 0 | 33.8 | 1 |
| 434 | 3/10/13 | 2013 | NaN | 1 | 0 | 33.8 | 1 |
| 435 | 3/11/13 | 2013 | NaN | 0 | 0 | 32.0 | 0 |
| 436 | 3/12/13 | 2013 | NaN | 0 | 0 | 37.4 | 1 |
| 437 | 3/13/13 | 2013 | NaN | 0 | 0 | 42.8 | 1 |
| 438 | 3/14/13 | 2013 | NaN | 0 | 0 | 42.8 | 1 |
| 439 | 3/15/13 | 2013 | NaN | 0 | 0 | 44.6 | 1 |
| 440 | 3/16/13 | 2013 | NaN | 1 | 0 | 48.2 | 1 |
| 441 | 3/17/13 | 2013 | NaN | 1 | 0 | 42.8 | 1 |
| 442 | 3/18/13 | 2013 | NaN | 0 | 0 | 35.6 | 1 |
| 443 | 3/19/13 | 2013 | NaN | 0 | 0 | 37.4 | 1 |
| 444 | 3/20/13 | 2013 | NaN | 0 | 0 | 44.6 | 1 |
| 445 | 3/21/13 | 2013 | NaN | 0 | 0 | 46.4 | 1 |
| 446 | 3/22/13 | 2013 | NaN | 0 | 0 | 41.0 | 1 |
| 447 | 3/23/13 | 2013 | NaN | 1 | 0 | 44.6 | 1 |
| 448 | 3/24/13 | 2013 | NaN | 1 | 0 | 44.6 | 1 |
| 449 | 3/25/13 | 2013 | NaN | 0 | 0 | 46.4 | 1 |
| 450 | 3/26/13 | 2013 | NaN | 0 | 0 | 32.0 | 1 |
| 451 | 3/27/13 | 2013 | NaN | 0 | 0 | 55.4 | 1 |
| 452 | 3/28/13 | 2013 | NaN | 0 | 0 | 59.0 | 1 |
| 453 | 3/29/13 | 2013 | NaN | 0 | 0 | 53.6 | 1 |
| 454 | 3/30/13 | 2013 | NaN | 1 | 0 | 46.4 | 1 |
| 455 | 3/31/13 | 2013 | NaN | 1 | 0 | 48.2 | 1 |
| 456 | 4/1/13 | 2013 | NaN | 0 | 0 | 46.4 | 1 |
| 460 | 4/5/13 | 2013 | NaN | 0 | 0 | 50.0 | 1 |
| 461 | 4/6/13 | 2013 | NaN | 1 | 0 | 55.4 | 1 |
| 462 | 4/7/13 | 2013 | NaN | 1 | 0 | 62.6 | 1 |
| 463 | 4/8/13 | 2013 | NaN | 0 | 0 | 59.0 | 1 |
| 464 | 4/9/13 | 2013 | NaN | 0 | 0 | 66.2 | 1 |
| 465 | 4/10/13 | 2013 | NaN | 0 | 0 | 59.0 | 1 |
| 466 | 4/11/13 | 2013 | NaN | 0 | 0 | 57.2 | 1 |
| 467 | 4/12/13 | 2013 | NaN | 0 | 0 | 60.8 | 1 |
| 468 | 4/13/13 | 2013 | NaN | 1 | 0 | 64.4 | 1 |
| 469 | 4/14/13 | 2013 | NaN | 1 | 0 | 69.8 | 1 |
| 470 | 4/15/13 | 2013 | NaN | 0 | 0 | 64.4 | 1 |
| 471 | 4/16/13 | 2013 | NaN | 0 | 0 | 60.8 | 1 |
| 472 | 4/17/13 | 2013 | NaN | 0 | 0 | 69.8 | 1 |
| 473 | 4/18/13 | 2013 | NaN | 0 | 0 | 66.2 | 1 |
| 474 | 4/19/13 | 2013 | NaN | 0 | 0 | 62.6 | 1 |
| 475 | 4/20/13 | 2013 | NaN | 1 | 0 | 62.6 | 1 |
| 476 | 4/21/13 | 2013 | NaN | 1 | 0 | 57.2 | 1 |
| 477 | 4/22/13 | 2013 | NaN | 0 | 0 | 32.0 | 1 |
| 478 | 4/23/13 | 2013 | NaN | 0 | 0 | 66.2 | 1 |
| 479 | 4/24/13 | 2013 | NaN | 0 | 0 | 59.0 | 1 |
| 480 | 4/25/13 | 2013 | NaN | 0 | 0 | 55.4 | 1 |
| 481 | 4/26/13 | 2013 | NaN | 0 | 0 | 64.4 | 1 |
| 482 | 4/27/13 | 2013 | NaN | 1 | 0 | 62.6 | 1 |
| 483 | 4/28/13 | 2013 | NaN | 1 | 0 | 60.8 | 1 |
| 487 | 5/2/13 | 2013 | NaN | 0 | 0 | 73.4 | 1 |
| 488 | 5/3/13 | 2013 | NaN | 0 | 0 | 75.2 | 1 |
| 489 | 5/4/13 | 2013 | NaN | 1 | 0 | 75.2 | 1 |
| 490 | 5/5/13 | 2013 | NaN | 1 | 0 | 73.4 | 1 |
| 491 | 5/6/13 | 2013 | NaN | 0 | 0 | 75.2 | 1 |
| 492 | 5/7/13 | 2013 | NaN | 0 | 0 | 32.0 | 1 |
| 493 | 5/8/13 | 2013 | NaN | 0 | 0 | 73.4 | 1 |
| 494 | 5/9/13 | 2013 | NaN | 0 | 0 | 73.4 | 1 |
| 495 | 5/10/13 | 2013 | NaN | 0 | 0 | 75.2 | 1 |
| 496 | 5/11/13 | 2013 | NaN | 1 | 0 | 66.2 | 1 |
| 497 | 5/12/13 | 2013 | NaN | 1 | 0 | 64.4 | 1 |
| 498 | 5/13/13 | 2013 | NaN | 0 | 0 | 68.0 | 1 |
| 499 | 5/14/13 | 2013 | NaN | 0 | 0 | 66.2 | 1 |
| 500 | 5/15/13 | 2013 | NaN | 0 | 0 | 68.0 | 1 |
| 501 | 5/16/13 | 2013 | NaN | 0 | 0 | 69.8 | 1 |
| 502 | 5/17/13 | 2013 | NaN | 0 | 0 | 73.4 | 1 |
| 503 | 5/18/13 | 2013 | NaN | 1 | 0 | 77.0 | 1 |
| 504 | 5/19/13 | 2013 | NaN | 1 | 0 | 75.2 | 1 |
| 505 | 5/20/13 | 2013 | NaN | 0 | 0 | 71.6 | 1 |
| 506 | 5/21/13 | 2013 | NaN | 0 | 0 | 75.2 | 1 |
| 507 | 5/22/13 | 2013 | NaN | 0 | 0 | 71.6 | 1 |
| 508 | 5/23/13 | 2013 | NaN | 0 | 0 | 73.4 | 1 |
| 509 | 5/24/13 | 2013 | NaN | 0 | 0 | 71.6 | 1 |
| 510 | 5/25/13 | 2013 | NaN | 1 | 0 | 69.8 | 1 |
| 511 | 5/26/13 | 2013 | NaN | 1 | 0 | 78.8 | 1 |
| 512 | 5/27/13 | 2013 | NaN | 0 | 0 | 80.6 | 1 |
| 513 | 5/28/13 | 2013 | NaN | 0 | 0 | 80.6 | 1 |
| 514 | 5/29/13 | 2013 | NaN | 0 | 0 | 69.8 | 1 |
| 515 | 5/30/13 | 2013 | NaN | 0 | 0 | 68.0 | 1 |
| 516 | 5/31/13 | 2013 | NaN | 0 | 0 | 71.6 | 1 |
| 517 | 6/1/13 | 2013 | NaN | 1 | 0 | 68.0 | 1 |
| 518 | 6/2/13 | 2013 | NaN | 1 | 0 | 71.6 | 1 |
| 519 | 6/3/13 | 2013 | NaN | 0 | 0 | 68.0 | 1 |
| 520 | 6/4/13 | 2013 | NaN | 0 | 0 | 77.0 | 1 |
| 521 | 6/5/13 | 2013 | NaN | 0 | 0 | 78.8 | 1 |
| 522 | 6/6/13 | 2013 | NaN | 0 | 0 | 77.0 | 1 |
| 523 | 6/7/13 | 2013 | NaN | 0 | 1 | 78.8 | 1 |
| 524 | 6/8/13 | 2013 | NaN | 1 | 1 | 80.6 | 1 |
| 525 | 6/9/13 | 2013 | NaN | 1 | 0 | 77.0 | 1 |
| 526 | 6/10/13 | 2013 | NaN | 0 | 0 | 71.6 | 1 |
| 527 | 6/11/13 | 2013 | NaN | 0 | 0 | 77.0 | 1 |
| 528 | 6/12/13 | 2013 | NaN | 0 | 0 | 73.4 | 1 |
| 529 | 6/13/13 | 2013 | NaN | 0 | 0 | 69.8 | 1 |
| 530 | 6/14/13 | 2013 | NaN | 0 | 0 | 71.6 | 1 |
| 531 | 6/15/13 | 2013 | NaN | 1 | 0 | 73.4 | 1 |
| 532 | 6/16/13 | 2013 | NaN | 1 | 0 | 82.4 | 1 |
| 533 | 6/17/13 | 2013 | NaN | 0 | 0 | 87.8 | 1 |
| 534 | 6/18/13 | 2013 | NaN | 0 | 0 | 86.0 | 1 |
| 535 | 6/19/13 | 2013 | NaN | 0 | 0 | 82.4 | 1 |
| 536 | 6/20/13 | 2013 | NaN | 0 | 0 | 80.6 | 1 |
| 537 | 6/21/13 | 2013 | NaN | 0 | 0 | 80.6 | 1 |
| 541 | 6/25/13 | 2013 | NaN | 0 | 0 | 77.0 | 1 |
| 542 | 6/26/13 | 2013 | NaN | 0 | 0 | 75.2 | 1 |
| 543 | 6/27/13 | 2013 | NaN | 0 | 0 | 75.2 | 1 |
| 544 | 6/28/13 | 2013 | NaN | 0 | 0 | 71.6 | 1 |
| 545 | 6/29/13 | 2013 | NaN | 1 | 0 | 71.6 | 1 |
| 546 | 6/30/13 | 2013 | NaN | 1 | 1 | 80.6 | 1 |
| 547 | 7/1/13 | 2013 | NaN | 0 | 1 | 84.2 | 1 |
| 548 | 7/2/13 | 2013 | NaN | 0 | 1 | 84.2 | 1 |
| 549 | 7/3/13 | 2013 | NaN | 0 | 1 | 84.2 | 1 |
| 550 | 7/4/13 | 2013 | NaN | 0 | 1 | 78.8 | 1 |
| 551 | 7/5/13 | 2013 | NaN | 0 | 1 | 78.8 | 1 |
| 552 | 7/6/13 | 2013 | NaN | 1 | 1 | 80.6 | 1 |
| 553 | 7/7/13 | 2013 | NaN | 1 | 1 | 77.0 | 1 |
| 554 | 7/8/13 | 2013 | NaN | 0 | 1 | 80.6 | 1 |
| 555 | 7/9/13 | 2013 | NaN | 0 | 1 | 78.8 | 1 |
| 556 | 7/10/13 | 2013 | NaN | 0 | 1 | 80.6 | 1 |
| 557 | 7/11/13 | 2013 | NaN | 0 | 1 | 82.4 | 1 |
| 558 | 7/12/13 | 2013 | NaN | 0 | 1 | 80.6 | 1 |
| 559 | 7/13/13 | 2013 | NaN | 1 | 1 | 78.8 | 1 |
| 560 | 7/14/13 | 2013 | NaN | 1 | 1 | 78.8 | 1 |
| 561 | 7/15/13 | 2013 | NaN | 0 | 1 | 80.6 | 1 |
| 562 | 7/16/13 | 2013 | NaN | 0 | 1 | 82.4 | 1 |
| 563 | 7/17/13 | 2013 | NaN | 0 | 1 | 82.4 | 1 |
| 564 | 7/18/13 | 2013 | NaN | 0 | 1 | 80.6 | 1 |
| 565 | 7/19/13 | 2013 | NaN | 0 | 1 | 82.4 | 1 |
| 566 | 7/20/13 | 2013 | NaN | 1 | 1 | 84.2 | 1 |
| 567 | 7/21/13 | 2013 | NaN | 1 | 1 | 78.8 | 1 |
| 568 | 7/22/13 | 2013 | NaN | 0 | 1 | 80.6 | 1 |
| 569 | 7/23/13 | 2013 | NaN | 0 | 1 | 82.4 | 1 |
| 570 | 7/24/13 | 2013 | NaN | 0 | 1 | 80.6 | 1 |
| 571 | 7/25/13 | 2013 | NaN | 0 | 1 | 78.8 | 1 |
| 572 | 7/26/13 | 2013 | NaN | 0 | 1 | 78.8 | 1 |
| 573 | 7/27/13 | 2013 | NaN | 1 | 1 | 78.8 | 1 |
| 574 | 7/28/13 | 2013 | NaN | 1 | 1 | 77.0 | 1 |
| 575 | 7/29/13 | 2013 | NaN | 0 | 1 | 82.4 | 1 |
| 576 | 7/30/13 | 2013 | NaN | 0 | 1 | 78.8 | 1 |
| 577 | 7/31/13 | 2013 | NaN | 0 | 1 | 71.6 | 1 |
| 578 | 8/1/13 | 2013 | NaN | 0 | 1 | 71.6 | 1 |
| 579 | 8/2/13 | 2013 | NaN | 0 | 1 | 78.8 | 0 |
| 580 | 8/3/13 | 2013 | NaN | 1 | 1 | 77.0 | 0 |
| 581 | 8/4/13 | 2013 | NaN | 1 | 1 | 80.6 | 1 |
| 582 | 8/5/13 | 2013 | NaN | 0 | 1 | 80.6 | 1 |
| 583 | 8/6/13 | 2013 | NaN | 0 | 1 | 82.4 | 1 |
| 584 | 8/7/13 | 2013 | NaN | 0 | 1 | 82.4 | 1 |
| 585 | 8/8/13 | 2013 | NaN | 0 | 1 | 78.8 | 0 |
| 586 | 8/9/13 | 2013 | NaN | 0 | 1 | 82.4 | 0 |
| 587 | 8/10/13 | 2013 | NaN | 1 | 1 | 82.4 | 1 |
| 588 | 8/11/13 | 2013 | NaN | 1 | 1 | 78.8 | 1 |
| 589 | 8/12/13 | 2013 | NaN | 0 | 1 | 75.2 | 1 |
| 590 | 8/13/13 | 2013 | NaN | 0 | 1 | 78.8 | 1 |
| 591 | 8/14/13 | 2013 | NaN | 0 | 1 | 73.4 | 1 |
| 592 | 8/15/13 | 2013 | NaN | 0 | 1 | 77.0 | 1 |
| 593 | 8/16/13 | 2013 | NaN | 0 | 1 | 78.8 | 1 |
| 594 | 8/17/13 | 2013 | NaN | 1 | 1 | 77.0 | 1 |
| 595 | 8/18/13 | 2013 | NaN | 1 | 1 | 77.0 | 1 |
| 596 | 8/19/13 | 2013 | NaN | 0 | 1 | 78.8 | 1 |
| 597 | 8/20/13 | 2013 | NaN | 0 | 1 | 77.0 | 1 |
| 598 | 8/21/13 | 2013 | NaN | 0 | 1 | 73.4 | 1 |
| 599 | 8/22/13 | 2013 | NaN | 0 | 1 | 71.6 | 1 |
| 600 | 8/23/13 | 2013 | NaN | 0 | 1 | 75.2 | 1 |
| 601 | 8/24/13 | 2013 | NaN | 1 | 1 | 73.4 | 1 |
| 602 | 8/25/13 | 2013 | NaN | 1 | 1 | 75.2 | 1 |
| 603 | 8/26/13 | 2013 | NaN | 0 | 1 | 77.0 | 1 |
| 604 | 8/27/13 | 2013 | NaN | 0 | 1 | 75.2 | 1 |
| 605 | 8/28/13 | 2013 | NaN | 0 | 1 | 80.6 | 0 |
| 606 | 8/29/13 | 2013 | NaN | 0 | 1 | 82.4 | 0 |
| 607 | 8/30/13 | 2013 | NaN | 0 | 1 | 84.2 | 0 |
| 608 | 8/31/13 | 2013 | NaN | 1 | 1 | 80.6 | 1 |
| 609 | 9/1/13 | 2013 | NaN | 1 | 0 | 75.2 | 1 |
| 610 | 9/2/13 | 2013 | NaN | 0 | 0 | 69.8 | 1 |
| 611 | 9/3/13 | 2013 | NaN | 0 | 0 | 68.0 | 1 |
| 612 | 9/4/13 | 2013 | NaN | 0 | 0 | 68.0 | 1 |
| 613 | 9/5/13 | 2013 | NaN | 0 | 0 | 69.8 | 1 |
| 614 | 9/6/13 | 2013 | NaN | 0 | 0 | 68.0 | 1 |
| 615 | 9/7/13 | 2013 | NaN | 1 | 0 | 69.8 | 1 |
| 616 | 9/8/13 | 2013 | NaN | 1 | 0 | 71.6 | 1 |
| 617 | 9/9/13 | 2013 | NaN | 0 | 0 | 75.2 | 1 |
| 618 | 9/10/13 | 2013 | NaN | 0 | 0 | 73.4 | 1 |
| 619 | 9/11/13 | 2013 | NaN | 0 | 0 | 69.8 | 1 |
| 620 | 9/12/13 | 2013 | NaN | 0 | 0 | 66.2 | 1 |
| 621 | 9/13/13 | 2013 | NaN | 0 | 0 | 62.6 | 1 |
| 622 | 9/14/13 | 2013 | NaN | 1 | 0 | 64.4 | 1 |
| 623 | 9/15/13 | 2013 | NaN | 1 | 0 | 66.2 | 1 |
| 624 | 9/16/13 | 2013 | NaN | 0 | 0 | 69.8 | 1 |
| 625 | 9/17/13 | 2013 | NaN | 0 | 0 | 69.8 | 1 |
| 626 | 9/18/13 | 2013 | NaN | 0 | 0 | 69.8 | 1 |
| 627 | 9/19/13 | 2013 | NaN | 0 | 0 | 69.8 | 1 |
| 628 | 9/20/13 | 2013 | NaN | 0 | 0 | 73.4 | 1 |
| 629 | 9/21/13 | 2013 | NaN | 1 | 0 | 68.0 | 1 |
| 630 | 9/22/13 | 2013 | NaN | 1 | 0 | 69.8 | 1 |
| 631 | 9/23/13 | 2013 | NaN | 0 | 0 | 71.6 | 1 |
| 632 | 9/24/13 | 2013 | NaN | 0 | 0 | 69.8 | 1 |
| 633 | 9/25/13 | 2013 | NaN | 0 | 0 | 64.4 | 1 |
| 634 | 9/26/13 | 2013 | NaN | 0 | 0 | 68.0 | 1 |
| 635 | 9/27/13 | 2013 | NaN | 0 | 0 | 64.4 | 1 |
| 636 | 9/28/13 | 2013 | NaN | 1 | 0 | 60.8 | 1 |
| 637 | 9/29/13 | 2013 | NaN | 1 | 0 | 62.6 | 1 |
| 646 | 10/8/13 | 2013 | NaN | 0 | 0 | 66.2 | 1 |
| 647 | 10/9/13 | 2013 | NaN | 0 | 0 | 60.8 | 1 |
| 648 | 10/10/13 | 2013 | NaN | 0 | 0 | 59.0 | 1 |
| 649 | 10/11/13 | 2013 | NaN | 0 | 0 | 60.8 | 1 |
| 650 | 10/12/13 | 2013 | NaN | 1 | 0 | 64.4 | 1 |
| 651 | 10/13/13 | 2013 | NaN | 1 | 0 | 55.4 | 1 |
| 652 | 10/14/13 | 2013 | NaN | 0 | 0 | 55.4 | 1 |
| 653 | 10/15/13 | 2013 | NaN | 0 | 0 | 55.4 | 1 |
| 654 | 10/16/13 | 2013 | NaN | 0 | 0 | 51.8 | 1 |
| 655 | 10/17/13 | 2013 | NaN | 0 | 0 | 51.8 | 1 |
| 656 | 10/18/13 | 2013 | NaN | 0 | 0 | 55.4 | 1 |
| 657 | 10/19/13 | 2013 | NaN | 1 | 0 | 57.2 | 1 |
| 658 | 10/20/13 | 2013 | NaN | 1 | 0 | 59.0 | 1 |
| 659 | 10/21/13 | 2013 | NaN | 0 | 0 | 51.8 | 1 |
| 660 | 10/22/13 | 2013 | NaN | 0 | 0 | 50.0 | 1 |
| 661 | 10/23/13 | 2013 | NaN | 0 | 0 | 55.4 | 1 |
| 662 | 10/24/13 | 2013 | NaN | 0 | 0 | 57.2 | 1 |
| 663 | 10/25/13 | 2013 | NaN | 0 | 0 | 59.0 | 1 |
| 664 | 10/26/13 | 2013 | NaN | 1 | 0 | 57.2 | 1 |
| 665 | 10/27/13 | 2013 | NaN | 1 | 0 | 57.2 | 1 |
| 666 | 10/28/13 | 2013 | NaN | 0 | 0 | 53.6 | 1 |
| 667 | 10/29/13 | 2013 | NaN | 0 | 0 | 46.4 | 1 |
| 668 | 10/30/13 | 2013 | NaN | 0 | 0 | 44.6 | 1 |
| 669 | 10/31/13 | 2013 | NaN | 0 | 0 | 44.6 | 1 |
| 670 | 11/1/13 | 2013 | NaN | 0 | 0 | 48.2 | 1 |
| 671 | 11/2/13 | 2013 | NaN | 1 | 0 | 50.0 | 1 |
| 672 | 11/3/13 | 2013 | NaN | 1 | 0 | 41.0 | 1 |
| 673 | 11/4/13 | 2013 | NaN | 0 | 0 | 35.6 | 1 |
| 674 | 11/5/13 | 2013 | NaN | 0 | 0 | 39.2 | 1 |
| 675 | 11/6/13 | 2013 | NaN | 0 | 0 | 41.0 | 1 |
| 676 | 11/7/13 | 2013 | NaN | 0 | 0 | 41.0 | 1 |
| 677 | 11/8/13 | 2013 | NaN | 0 | 0 | 42.8 | 1 |
| 678 | 11/9/13 | 2013 | NaN | 1 | 0 | 42.8 | 1 |
| 679 | 11/10/13 | 2013 | NaN | 1 | 0 | 35.6 | 1 |
| 680 | 11/11/13 | 2013 | NaN | 0 | 0 | 35.6 | 1 |
| 681 | 11/12/13 | 2013 | NaN | 0 | 0 | 37.4 | 1 |
| 682 | 11/13/13 | 2013 | NaN | 0 | 0 | 35.6 | 1 |
| 683 | 11/14/13 | 2013 | NaN | 0 | 0 | 37.4 | 1 |
| 684 | 11/15/13 | 2013 | NaN | 0 | 0 | 39.2 | 1 |
| 685 | 11/16/13 | 2013 | NaN | 1 | 0 | 39.2 | 1 |
| 686 | 11/17/13 | 2013 | NaN | 1 | 0 | 39.2 | 1 |
| 687 | 11/18/13 | 2013 | NaN | 0 | 0 | 42.8 | 1 |
| 688 | 11/19/13 | 2013 | NaN | 0 | 0 | 39.2 | 1 |
| 689 | 11/20/13 | 2013 | NaN | 0 | 0 | 39.2 | 1 |
| 690 | 11/21/13 | 2013 | NaN | 0 | 0 | 41.0 | 1 |
| 691 | 11/22/13 | 2013 | NaN | 0 | 0 | 35.6 | 1 |
| 692 | 11/23/13 | 2013 | NaN | 1 | 0 | 32.0 | 1 |
| 693 | 11/24/13 | 2013 | NaN | 1 | 0 | 35.6 | 1 |
| 694 | 11/25/13 | 2013 | NaN | 0 | 0 | 37.4 | 1 |
| 695 | 11/26/13 | 2013 | NaN | 0 | 0 | 33.8 | 1 |
| 696 | 11/27/13 | 2013 | NaN | 0 | 0 | 35.6 | 1 |
| 697 | 11/28/13 | 2013 | NaN | 0 | 0 | 32.0 | 0 |
| 698 | 11/29/13 | 2013 | NaN | 0 | 0 | 32.0 | 1 |
| 699 | 11/30/13 | 2013 | NaN | 1 | 0 | 28.4 | 0 |
| 700 | 12/1/13 | 2013 | NaN | 1 | 0 | 28.4 | 0 |
| 701 | 12/2/13 | 2013 | NaN | 0 | 0 | 30.2 | 1 |
| 702 | 12/3/13 | 2013 | NaN | 0 | 0 | 28.4 | 0 |
| 703 | 12/4/13 | 2013 | NaN | 0 | 0 | 28.4 | 1 |
| 704 | 12/5/13 | 2013 | NaN | 0 | 0 | 23.0 | 0 |
| 705 | 12/6/13 | 2013 | NaN | 0 | 0 | 24.8 | 0 |
| 706 | 12/7/13 | 2013 | NaN | 1 | 0 | 23.0 | 0 |
| 707 | 12/8/13 | 2013 | NaN | 1 | 0 | 21.2 | 0 |
| 708 | 12/9/13 | 2013 | NaN | 0 | 0 | 26.6 | 0 |
| 709 | 12/10/13 | 2013 | NaN | 0 | 0 | 24.8 | 0 |
| 710 | 12/11/13 | 2013 | NaN | 0 | 0 | 26.6 | 0 |
| 711 | 12/12/13 | 2013 | NaN | 0 | 0 | 30.2 | 1 |
| 712 | 12/13/13 | 2013 | NaN | 0 | 0 | 30.2 | 1 |
| 713 | 12/14/13 | 2013 | NaN | 1 | 0 | 30.2 | 1 |
| 714 | 12/15/13 | 2013 | NaN | 1 | 0 | 32.0 | 1 |
| 715 | 12/16/13 | 2013 | NaN | 0 | 0 | 32.0 | 1 |
| 716 | 12/17/13 | 2013 | NaN | 0 | 0 | 23.0 | 0 |
| 717 | 12/18/13 | 2013 | NaN | 0 | 0 | 26.6 | 0 |
| 718 | 12/19/13 | 2013 | NaN | 0 | 0 | 26.6 | 0 |
| 719 | 12/20/13 | 2013 | NaN | 0 | 0 | 26.6 | 1 |
| 720 | 12/21/13 | 2013 | NaN | 1 | 0 | 24.8 | 0 |
| 721 | 12/22/13 | 2013 | NaN | 1 | 0 | 32.0 | 1 |
| 722 | 12/23/13 | 2013 | NaN | 0 | 0 | 14.0 | 0 |
| 723 | 12/24/13 | 2013 | NaN | 0 | 0 | 21.2 | 0 |
| 724 | 12/25/13 | 2013 | NaN | 0 | 0 | 21.2 | 0 |
| 725 | 12/26/13 | 2013 | NaN | 0 | 0 | 21.2 | 0 |
| 726 | 12/27/13 | 2013 | NaN | 0 | 0 | 21.2 | 0 |
| 727 | 12/28/13 | 2013 | NaN | 1 | 0 | 21.2 | 0 |
| 728 | 12/29/13 | 2013 | NaN | 1 | 0 | 21.2 | 0 |
| 729 | 12/30/13 | 2013 | NaN | 0 | 0 | 21.2 | 0 |
| 730 | 12/31/13 | 2013 | NaN | 0 | 0 | 21.2 | 0 |
| 734 | 1/4/14 | 2014 | NaN | 1 | 0 | 21.2 | 0 |
| 735 | 1/5/14 | 2014 | NaN | 1 | 0 | 19.4 | 0 |
| 736 | 1/6/14 | 2014 | NaN | 0 | 0 | 21.2 | 0 |
| 737 | 1/7/14 | 2014 | NaN | 0 | 0 | 24.8 | 0 |
| 738 | 1/8/14 | 2014 | NaN | 0 | 0 | 21.2 | 0 |
| 739 | 1/9/14 | 2014 | NaN | 0 | 0 | 23.0 | 0 |
| 740 | 1/10/14 | 2014 | NaN | 0 | 0 | 24.8 | 0 |
| 741 | 1/11/14 | 2014 | NaN | 1 | 0 | 30.2 | 0 |
| 742 | 1/12/14 | 2014 | NaN | 1 | 0 | 28.4 | 0 |
| 743 | 1/13/14 | 2014 | NaN | 0 | 0 | 28.4 | 0 |
| 744 | 1/14/14 | 2014 | NaN | 0 | 0 | 28.4 | 1 |
| 745 | 1/15/14 | 2014 | NaN | 0 | 0 | 26.6 | 0 |
| 746 | 1/16/14 | 2014 | NaN | 0 | 0 | 24.8 | 0 |
| 747 | 1/17/14 | 2014 | NaN | 0 | 0 | 26.6 | 0 |
| 748 | 1/18/14 | 2014 | NaN | 1 | 0 | 28.4 | 0 |
| 749 | 1/19/14 | 2014 | NaN | 1 | 0 | 30.2 | 1 |
| 750 | 1/20/14 | 2014 | NaN | 0 | 0 | 24.8 | 0 |
| 751 | 1/21/14 | 2014 | NaN | 0 | 0 | 28.4 | 0 |
| 752 | 1/22/14 | 2014 | NaN | 0 | 0 | 28.4 | 0 |
| 753 | 1/23/14 | 2014 | NaN | 0 | 0 | 28.4 | 0 |
| 754 | 1/24/14 | 2014 | NaN | 0 | 0 | 26.6 | 0 |
| 755 | 1/25/14 | 2014 | NaN | 1 | 1 | 24.8 | 0 |
| 756 | 1/26/14 | 2014 | NaN | 1 | 1 | 26.6 | 0 |
| 757 | 1/27/14 | 2014 | NaN | 0 | 1 | 28.4 | 0 |
| 758 | 1/28/14 | 2014 | NaN | 0 | 1 | 32.0 | 1 |
| 759 | 1/29/14 | 2014 | NaN | 0 | 1 | 32.0 | 1 |
| 760 | 1/30/14 | 2014 | NaN | 0 | 1 | 30.2 | 1 |
| 761 | 1/31/14 | 2014 | NaN | 0 | 1 | 30.2 | 1 |
| 762 | 2/1/14 | 2014 | NaN | 1 | 1 | 28.4 | 0 |
| 763 | 2/2/14 | 2014 | NaN | 1 | 1 | 28.4 | 0 |
| 764 | 2/3/14 | 2014 | NaN | 0 | 1 | 28.4 | 1 |
| 765 | 2/4/14 | 2014 | NaN | 0 | 1 | 28.4 | 0 |
| 766 | 2/5/14 | 2014 | NaN | 0 | 1 | 28.4 | 0 |
| 767 | 2/6/14 | 2014 | NaN | 0 | 1 | 24.8 | 0 |
| 768 | 2/7/14 | 2014 | NaN | 0 | 1 | 19.4 | 0 |
| 769 | 2/8/14 | 2014 | NaN | 1 | 1 | 23.0 | 0 |
| 777 | 2/16/14 | 2014 | NaN | 1 | 1 | 32.0 | 1 |
| 778 | 2/17/14 | 2014 | NaN | 0 | 1 | 33.8 | 1 |
| 779 | 2/18/14 | 2014 | NaN | 0 | 1 | 28.4 | 0 |
| 780 | 2/19/14 | 2014 | NaN | 0 | 1 | 28.4 | 0 |
| 781 | 2/20/14 | 2014 | NaN | 0 | 0 | 30.2 | 0 |
| 782 | 2/21/14 | 2014 | NaN | 0 | 0 | 33.8 | 1 |
| 783 | 2/22/14 | 2014 | NaN | 1 | 0 | 33.8 | 1 |
| 784 | 2/23/14 | 2014 | NaN | 1 | 0 | 37.4 | 1 |
| 785 | 2/24/14 | 2014 | NaN | 0 | 0 | 33.8 | 1 |
| 786 | 2/25/14 | 2014 | NaN | 0 | 0 | 28.4 | 1 |
| 787 | 2/26/14 | 2014 | NaN | 0 | 0 | 37.4 | 1 |
| 788 | 2/27/14 | 2014 | NaN | 0 | 0 | 42.8 | 1 |
| 789 | 2/28/14 | 2014 | NaN | 0 | 0 | 41.0 | 1 |
| 790 | 3/1/14 | 2014 | NaN | 1 | 0 | 33.8 | 1 |
| 791 | 3/2/14 | 2014 | NaN | 1 | 0 | 33.8 | 1 |
| 792 | 3/3/14 | 2014 | NaN | 0 | 0 | 44.6 | 1 |
| 793 | 3/4/14 | 2014 | NaN | 0 | 0 | 46.4 | 1 |
| 794 | 3/5/14 | 2014 | NaN | 0 | 0 | 50.0 | 1 |
| 795 | 3/6/14 | 2014 | NaN | 0 | 0 | 46.4 | 1 |
| 796 | 3/7/14 | 2014 | NaN | 0 | 0 | 50.0 | 1 |
| 797 | 3/8/14 | 2014 | NaN | 1 | 0 | 53.6 | 1 |
| 798 | 3/9/14 | 2014 | NaN | 1 | 0 | 44.6 | 1 |
| 799 | 3/10/14 | 2014 | NaN | 0 | 0 | 39.2 | 1 |
| 800 | 3/11/14 | 2014 | NaN | 0 | 0 | 46.4 | 1 |
| 801 | 3/12/14 | 2014 | NaN | 0 | 0 | 39.2 | 1 |
| 802 | 3/13/14 | 2014 | NaN | 0 | 0 | 37.4 | 1 |
| 803 | 3/14/14 | 2014 | NaN | 0 | 0 | 41.0 | 1 |
| 804 | 3/15/14 | 2014 | NaN | 1 | 0 | 46.4 | 1 |
| 805 | 3/16/14 | 2014 | NaN | 1 | 0 | 48.2 | 1 |
| 806 | 3/17/14 | 2014 | NaN | 0 | 0 | 53.6 | 1 |
| 807 | 3/18/14 | 2014 | NaN | 0 | 0 | 42.8 | 1 |
| 808 | 3/19/14 | 2014 | NaN | 0 | 0 | 32.0 | 1 |
| 809 | 3/20/14 | 2014 | NaN | 0 | 0 | 39.2 | 1 |
| 810 | 3/21/14 | 2014 | NaN | 0 | 0 | 46.4 | 1 |
| 811 | 3/22/14 | 2014 | NaN | 1 | 0 | 42.8 | 1 |
| 812 | 3/23/14 | 2014 | NaN | 1 | 0 | 42.8 | 1 |
| 813 | 3/24/14 | 2014 | NaN | 0 | 0 | 39.2 | 1 |
| 814 | 3/25/14 | 2014 | NaN | 0 | 0 | 42.8 | 1 |
| 815 | 3/26/14 | 2014 | NaN | 0 | 0 | 48.2 | 1 |
| 816 | 3/27/14 | 2014 | NaN | 0 | 0 | 50.0 | 1 |
| 817 | 3/28/14 | 2014 | NaN | 0 | 0 | 41.0 | 1 |
| 818 | 3/29/14 | 2014 | NaN | 1 | 0 | 42.8 | 1 |
| 819 | 3/30/14 | 2014 | NaN | 1 | 0 | 42.8 | 1 |
| 820 | 3/31/14 | 2014 | NaN | 0 | 0 | 48.2 | 1 |
| 821 | 4/1/14 | 2014 | NaN | 0 | 0 | 46.4 | 1 |
| 822 | 4/2/14 | 2014 | NaN | 0 | 0 | 53.6 | 1 |
| 823 | 4/3/14 | 2014 | NaN | 0 | 0 | 50.0 | 1 |
| 827 | 4/7/14 | 2014 | NaN | 0 | 0 | 50.0 | 1 |
| 828 | 4/8/14 | 2014 | NaN | 0 | 0 | 46.4 | 1 |
| 829 | 4/9/14 | 2014 | NaN | 0 | 0 | 46.4 | 1 |
| 830 | 4/10/14 | 2014 | NaN | 0 | 0 | 46.4 | 1 |
| 831 | 4/11/14 | 2014 | NaN | 0 | 0 | 48.2 | 1 |
| 832 | 4/12/14 | 2014 | NaN | 1 | 0 | 59.0 | 1 |
| 833 | 4/13/14 | 2014 | NaN | 1 | 0 | 57.2 | 1 |
| 834 | 4/14/14 | 2014 | NaN | 0 | 0 | 50.0 | 1 |
| 835 | 4/15/14 | 2014 | NaN | 0 | 0 | 55.4 | 1 |
| 836 | 4/16/14 | 2014 | NaN | 0 | 0 | 53.6 | 1 |
| 837 | 4/17/14 | 2014 | NaN | 0 | 0 | 55.4 | 1 |
| 838 | 4/18/14 | 2014 | NaN | 0 | 0 | 50.0 | 1 |
| 839 | 4/19/14 | 2014 | NaN | 1 | 0 | 41.0 | 1 |
| 840 | 4/20/14 | 2014 | NaN | 1 | 0 | 50.0 | 1 |
| 841 | 4/21/14 | 2014 | NaN | 0 | 0 | 53.6 | 1 |
| 842 | 4/22/14 | 2014 | NaN | 0 | 0 | 57.2 | 1 |
| 843 | 4/23/14 | 2014 | NaN | 0 | 0 | 53.6 | 1 |
| 844 | 4/24/14 | 2014 | NaN | 0 | 0 | 60.8 | 1 |
| 845 | 4/25/14 | 2014 | NaN | 0 | 0 | 59.0 | 1 |
| 846 | 4/26/14 | 2014 | NaN | 1 | 0 | 60.8 | 1 |
| 847 | 4/27/14 | 2014 | NaN | 1 | 0 | 60.8 | 1 |
| 848 | 4/28/14 | 2014 | NaN | 0 | 0 | 59.0 | 1 |
| 852 | 5/2/14 | 2014 | NaN | 0 | 0 | 62.6 | 1 |
| 853 | 5/3/14 | 2014 | NaN | 1 | 0 | 62.6 | 1 |
| 854 | 5/4/14 | 2014 | NaN | 1 | 0 | 68.0 | 1 |
| 855 | 5/5/14 | 2014 | NaN | 0 | 0 | 73.4 | 1 |
| 856 | 5/6/14 | 2014 | NaN | 0 | 0 | 73.4 | 1 |
| 857 | 5/7/14 | 2014 | NaN | 0 | 0 | 73.4 | 1 |
| 858 | 5/8/14 | 2014 | NaN | 0 | 0 | 69.8 | 1 |
| 859 | 5/9/14 | 2014 | NaN | 0 | 0 | 64.4 | 1 |
| 860 | 5/10/14 | 2014 | NaN | 1 | 0 | 71.6 | 1 |
| 861 | 5/11/14 | 2014 | NaN | 1 | 0 | 75.2 | 1 |
| 862 | 5/12/14 | 2014 | NaN | 0 | 0 | 73.4 | 1 |
| 863 | 5/13/14 | 2014 | NaN | 0 | 0 | 73.4 | 1 |
| 864 | 5/14/14 | 2014 | NaN | 0 | 0 | 71.6 | 1 |
| 865 | 5/15/14 | 2014 | NaN | 0 | 0 | 71.6 | 1 |
| 866 | 5/16/14 | 2014 | NaN | 0 | 0 | 68.0 | 1 |
| 867 | 5/17/14 | 2014 | NaN | 1 | 0 | 69.8 | 1 |
| 868 | 5/18/14 | 2014 | NaN | 1 | 0 | 73.4 | 1 |
| 869 | 5/19/14 | 2014 | NaN | 0 | 0 | 68.0 | 1 |
| 870 | 5/20/14 | 2014 | NaN | 0 | 0 | 75.2 | 1 |
| 871 | 5/21/14 | 2014 | NaN | 0 | 0 | 75.2 | 1 |
| 872 | 5/22/14 | 2014 | NaN | 0 | 0 | 71.6 | 1 |
| 873 | 5/23/14 | 2014 | NaN | 0 | 0 | 75.2 | 1 |
| 874 | 5/24/14 | 2014 | NaN | 1 | 0 | 71.6 | 1 |
| 875 | 5/25/14 | 2014 | NaN | 1 | 0 | 71.6 | 1 |
| 876 | 5/26/14 | 2014 | NaN | 0 | 0 | 68.0 | 1 |
| 877 | 5/27/14 | 2014 | NaN | 0 | 0 | 69.8 | 1 |
| 878 | 5/28/14 | 2014 | NaN | 0 | 0 | 68.0 | 1 |
| 879 | 5/29/14 | 2014 | NaN | 0 | 0 | 71.6 | 1 |
| 880 | 5/30/14 | 2014 | NaN | 0 | 0 | 78.8 | 1 |
| 881 | 5/31/14 | 2014 | NaN | 1 | 0 | 77.0 | 1 |
| 882 | 6/1/14 | 2014 | NaN | 1 | 0 | 75.2 | 1 |
| 883 | 6/2/14 | 2014 | NaN | 0 | 0 | 73.4 | 1 |
| 884 | 6/3/14 | 2014 | NaN | 0 | 0 | 77.0 | 1 |
| 885 | 6/4/14 | 2014 | NaN | 0 | 0 | 73.4 | 1 |
| 886 | 6/5/14 | 2014 | NaN | 0 | 0 | 73.4 | 1 |
| 887 | 6/6/14 | 2014 | NaN | 0 | 0 | 69.8 | 1 |
| 888 | 6/7/14 | 2014 | NaN | 1 | 1 | 69.8 | 1 |
| 889 | 6/8/14 | 2014 | NaN | 1 | 1 | 68.0 | 1 |
| 890 | 6/9/14 | 2014 | NaN | 0 | 0 | 64.4 | 1 |
| 894 | 6/13/14 | 2014 | NaN | 0 | 0 | 77.0 | 1 |
| 895 | 6/14/14 | 2014 | NaN | 1 | 0 | 77.0 | 1 |
| 896 | 6/15/14 | 2014 | NaN | 1 | 0 | 80.6 | 1 |
| 897 | 6/16/14 | 2014 | NaN | 0 | 0 | 75.2 | 1 |
| 898 | 6/17/14 | 2014 | NaN | 0 | 0 | 77.0 | 1 |
| 899 | 6/18/14 | 2014 | NaN | 0 | 0 | 80.6 | 1 |
| 900 | 6/19/14 | 2014 | NaN | 0 | 0 | 82.4 | 1 |
| 901 | 6/20/14 | 2014 | NaN | 0 | 0 | 80.6 | 1 |
| 902 | 6/21/14 | 2014 | NaN | 1 | 0 | 78.8 | 1 |
| 903 | 6/22/14 | 2014 | NaN | 1 | 0 | 71.6 | 1 |
| 904 | 6/23/14 | 2014 | NaN | 0 | 0 | 78.8 | 1 |
| 905 | 6/24/14 | 2014 | NaN | 0 | 0 | 78.8 | 1 |
| 906 | 6/25/14 | 2014 | NaN | 0 | 0 | 77.0 | 1 |
| 907 | 6/26/14 | 2014 | NaN | 0 | 0 | 77.0 | 1 |
| 908 | 6/27/14 | 2014 | NaN | 0 | 0 | 82.4 | 1 |
| 909 | 6/28/14 | 2014 | NaN | 1 | 1 | 80.6 | 1 |
| 910 | 6/29/14 | 2014 | NaN | 1 | 1 | 78.8 | 1 |
| 911 | 6/30/14 | 2014 | NaN | 0 | 1 | 77.0 | 1 |
| 912 | 7/1/14 | 2014 | NaN | 0 | 1 | 75.2 | 1 |
| 913 | 7/2/14 | 2014 | NaN | 0 | 1 | 82.4 | 1 |
| 914 | 7/3/14 | 2014 | NaN | 0 | 1 | 86.0 | 1 |
| 915 | 7/4/14 | 2014 | NaN | 0 | 1 | 84.2 | 1 |
| 916 | 7/5/14 | 2014 | NaN | 1 | 1 | 84.2 | 1 |
| 917 | 7/6/14 | 2014 | NaN | 1 | 1 | 86.0 | 1 |
| 918 | 7/7/14 | 2014 | NaN | 0 | 1 | 82.4 | 1 |
| 919 | 7/8/14 | 2014 | NaN | 0 | 1 | 78.8 | 1 |
| 920 | 7/9/14 | 2014 | NaN | 0 | 1 | 75.2 | 1 |
| 921 | 7/10/14 | 2014 | NaN | 0 | 1 | 75.2 | 1 |
| 922 | 7/11/14 | 2014 | NaN | 0 | 1 | 75.2 | 1 |
| 923 | 7/12/14 | 2014 | NaN | 1 | 1 | 78.8 | 1 |
| 924 | 7/13/14 | 2014 | NaN | 1 | 1 | 80.6 | 1 |
| 925 | 7/14/14 | 2014 | NaN | 0 | 1 | 78.8 | 1 |
| 926 | 7/15/14 | 2014 | NaN | 0 | 1 | 75.2 | 1 |
| 927 | 7/16/14 | 2014 | NaN | 0 | 1 | 80.6 | 1 |
| 928 | 7/17/14 | 2014 | NaN | 0 | 1 | 82.4 | 1 |
| 929 | 7/18/14 | 2014 | NaN | 0 | 1 | 77.0 | 1 |
| 930 | 7/19/14 | 2014 | NaN | 1 | 1 | 78.8 | 1 |
| 931 | 7/20/14 | 2014 | NaN | 1 | 1 | 80.6 | 1 |
| 932 | 7/21/14 | 2014 | NaN | 0 | 1 | 80.6 | 1 |
| 933 | 7/22/14 | 2014 | NaN | 0 | 1 | 80.6 | 1 |
| 934 | 7/23/14 | 2014 | NaN | 0 | 1 | 78.8 | 1 |
| 935 | 7/24/14 | 2014 | NaN | 0 | 1 | 86.0 | 1 |
| 936 | 7/25/14 | 2014 | NaN | 0 | 1 | 84.2 | 1 |
| 937 | 7/26/14 | 2014 | NaN | 1 | 1 | 78.8 | 1 |
| 938 | 7/27/14 | 2014 | NaN | 1 | 1 | 77.0 | 1 |
| 939 | 7/28/14 | 2014 | NaN | 0 | 1 | 87.8 | 1 |
| 940 | 7/29/14 | 2014 | NaN | 0 | 1 | 82.4 | 1 |
| 941 | 7/30/14 | 2014 | NaN | 0 | 1 | 80.6 | 1 |
| 942 | 7/31/14 | 2014 | NaN | 0 | 1 | 77.0 | 1 |
| 943 | 8/1/14 | 2014 | NaN | 0 | 1 | 78.8 | 1 |
| 944 | 8/2/14 | 2014 | NaN | 1 | 1 | 78.8 | 1 |
| 945 | 8/3/14 | 2014 | NaN | 1 | 1 | 82.4 | 1 |
| 946 | 8/4/14 | 2014 | NaN | 0 | 1 | 82.4 | 1 |
| 947 | 8/5/14 | 2014 | NaN | 0 | 1 | 78.8 | 1 |
| 948 | 8/6/14 | 2014 | NaN | 0 | 1 | 78.8 | 1 |
| 949 | 8/7/14 | 2014 | NaN | 0 | 1 | 84.2 | 1 |
| 950 | 8/8/14 | 2014 | NaN | 0 | 1 | 86.0 | 1 |
| 951 | 8/9/14 | 2014 | NaN | 1 | 1 | 84.2 | 1 |
| 952 | 8/10/14 | 2014 | NaN | 1 | 1 | 80.6 | 1 |
| 953 | 8/11/14 | 2014 | NaN | 0 | 1 | 78.8 | 1 |
| 954 | 8/12/14 | 2014 | NaN | 0 | 1 | 80.6 | 1 |
| 955 | 8/13/14 | 2014 | NaN | 0 | 1 | 82.4 | 1 |
| 956 | 8/14/14 | 2014 | NaN | 0 | 1 | 84.2 | 1 |
| 957 | 8/15/14 | 2014 | NaN | 0 | 1 | 84.2 | 1 |
| 958 | 8/16/14 | 2014 | NaN | 1 | 1 | 84.2 | 1 |
| 959 | 8/17/14 | 2014 | NaN | 1 | 1 | 86.0 | 1 |
| 960 | 8/18/14 | 2014 | NaN | 0 | 1 | 82.4 | 1 |
| 961 | 8/19/14 | 2014 | NaN | 0 | 1 | 82.4 | 1 |
| 962 | 8/20/14 | 2014 | NaN | 0 | 1 | 78.8 | 1 |
| 963 | 8/21/14 | 2014 | NaN | 0 | 1 | 77.0 | 1 |
| 964 | 8/22/14 | 2014 | NaN | 0 | 1 | 77.0 | 1 |
| 965 | 8/23/14 | 2014 | NaN | 1 | 1 | 80.6 | 1 |
| 966 | 8/24/14 | 2014 | NaN | 1 | 1 | 80.6 | 1 |
| 967 | 8/25/14 | 2014 | NaN | 0 | 1 | 80.6 | 1 |
| 968 | 8/26/14 | 2014 | NaN | 0 | 1 | 82.4 | 1 |
| 969 | 8/27/14 | 2014 | NaN | 0 | 1 | 77.0 | 1 |
| 970 | 8/28/14 | 2014 | NaN | 0 | 1 | 77.0 | 1 |
| 971 | 8/29/14 | 2014 | NaN | 0 | 1 | 73.4 | 1 |
| 972 | 8/30/14 | 2014 | NaN | 1 | 1 | 69.8 | 1 |
| 973 | 8/31/14 | 2014 | NaN | 1 | 1 | 73.4 | 1 |
| 974 | 9/1/14 | 2014 | NaN | 0 | 0 | 75.2 | 1 |
| 975 | 9/2/14 | 2014 | NaN | 0 | 0 | 71.6 | 1 |
| 976 | 9/3/14 | 2014 | NaN | 0 | 0 | 71.6 | 1 |
| 977 | 9/4/14 | 2014 | NaN | 0 | 0 | 68.0 | 1 |
| 978 | 9/5/14 | 2014 | NaN | 0 | 0 | 69.8 | 1 |
| 979 | 9/6/14 | 2014 | NaN | 1 | 0 | 71.6 | 1 |
| 980 | 9/7/14 | 2014 | NaN | 1 | 0 | 73.4 | 1 |
| 981 | 9/8/14 | 2014 | NaN | 0 | 0 | 71.6 | 1 |
| 982 | 9/9/14 | 2014 | NaN | 0 | 0 | 71.6 | 1 |
| 983 | 9/10/14 | 2014 | NaN | 0 | 0 | 71.6 | 1 |
| 984 | 9/11/14 | 2014 | NaN | 0 | 0 | 73.4 | 1 |
| 985 | 9/12/14 | 2014 | NaN | 0 | 0 | 73.4 | 1 |
| 986 | 9/13/14 | 2014 | NaN | 1 | 0 | 73.4 | 1 |
| 987 | 9/14/14 | 2014 | NaN | 1 | 0 | 73.4 | 1 |
| 988 | 9/15/14 | 2014 | NaN | 0 | 0 | 71.6 | 1 |
| 989 | 9/16/14 | 2014 | NaN | 0 | 0 | 69.8 | 1 |
| 990 | 9/17/14 | 2014 | NaN | 0 | 0 | 69.8 | 1 |
| 991 | 9/18/14 | 2014 | NaN | 0 | 0 | 69.8 | 1 |
| 995 | 9/22/14 | 2014 | NaN | 0 | 0 | 69.8 | 1 |
| 996 | 9/23/14 | 2014 | NaN | 0 | 0 | 62.6 | 1 |
| 997 | 9/24/14 | 2014 | NaN | 0 | 0 | 60.8 | 1 |
| 998 | 9/25/14 | 2014 | NaN | 0 | 0 | 62.6 | 1 |
| 999 | 9/26/14 | 2014 | NaN | 0 | 0 | 66.2 | 1 |
| 1000 | 9/27/14 | 2014 | NaN | 1 | 0 | 66.2 | 1 |
| 1001 | 9/28/14 | 2014 | NaN | 1 | 0 | 64.4 | 1 |
| 1002 | 9/29/14 | 2014 | NaN | 0 | 0 | 64.4 | 1 |
| 1003 | 9/30/14 | 2014 | NaN | 0 | 0 | 66.2 | 1 |
| 1011 | 10/8/14 | 2014 | NaN | 0 | 0 | 62.6 | 0 |
| 1012 | 10/9/14 | 2014 | NaN | 0 | 0 | 66.2 | 1 |
| 1013 | 10/10/14 | 2014 | NaN | 0 | 0 | 60.8 | 1 |
| 1014 | 10/11/14 | 2014 | NaN | 1 | 0 | 62.6 | 1 |
| 1015 | 10/12/14 | 2014 | NaN | 1 | 0 | 64.4 | 1 |
| 1016 | 10/13/14 | 2014 | NaN | 0 | 0 | 59.0 | 1 |
| 1017 | 10/14/14 | 2014 | NaN | 0 | 0 | 48.2 | 1 |
| 1018 | 10/15/14 | 2014 | NaN | 0 | 0 | 48.2 | 1 |
| 1019 | 10/16/14 | 2014 | NaN | 0 | 0 | 53.6 | 1 |
| 1020 | 10/17/14 | 2014 | NaN | 0 | 0 | 55.4 | 1 |
| 1021 | 10/18/14 | 2014 | NaN | 1 | 0 | 55.4 | 1 |
| 1022 | 10/19/14 | 2014 | NaN | 1 | 0 | 51.8 | 1 |
| 1023 | 10/20/14 | 2014 | NaN | 0 | 0 | 55.4 | 1 |
| 1024 | 10/21/14 | 2014 | NaN | 0 | 0 | 53.6 | 1 |
| 1025 | 10/22/14 | 2014 | NaN | 0 | 0 | 50.0 | 1 |
| 1026 | 10/23/14 | 2014 | NaN | 0 | 0 | 48.2 | 1 |
| 1027 | 10/24/14 | 2014 | NaN | 0 | 0 | 50.0 | 1 |
| 1028 | 10/25/14 | 2014 | NaN | 1 | 0 | 51.8 | 1 |
| 1029 | 10/26/14 | 2014 | NaN | 1 | 0 | 53.6 | 1 |
| 1030 | 10/27/14 | 2014 | NaN | 0 | 0 | 53.6 | 1 |
| 1031 | 10/28/14 | 2014 | NaN | 0 | 0 | 51.8 | 1 |
| 1032 | 10/29/14 | 2014 | NaN | 0 | 0 | 48.2 | 1 |
| 1033 | 10/30/14 | 2014 | NaN | 0 | 0 | 50.0 | 1 |
| 1034 | 10/31/14 | 2014 | NaN | 0 | 0 | 48.2 | 1 |
| 1035 | 11/1/14 | 2014 | NaN | 1 | 0 | 46.4 | 1 |
| 1036 | 11/2/14 | 2014 | NaN | 1 | 0 | 51.8 | 1 |
| 1037 | 11/3/14 | 2014 | NaN | 0 | 0 | 50.0 | 1 |
| 1038 | 11/4/14 | 2014 | NaN | 0 | 0 | 51.8 | 1 |
| 1039 | 11/5/14 | 2014 | NaN | 0 | 0 | 50.0 | 1 |
| 1040 | 11/6/14 | 2014 | NaN | 0 | 0 | 50.0 | 1 |
| 1041 | 11/7/14 | 2014 | NaN | 0 | 0 | 48.2 | 1 |
| 1042 | 11/8/14 | 2014 | NaN | 1 | 0 | 48.2 | 1 |
| 1043 | 11/9/14 | 2014 | NaN | 1 | 0 | 46.4 | 1 |
| 1044 | 11/10/14 | 2014 | NaN | 0 | 0 | 42.8 | 1 |
| 1045 | 11/11/14 | 2014 | NaN | 0 | 0 | 44.6 | 1 |
| 1046 | 11/12/14 | 2014 | NaN | 0 | 0 | 44.6 | 1 |
| 1047 | 11/13/14 | 2014 | NaN | 0 | 0 | 46.4 | 1 |
| 1048 | 11/14/14 | 2014 | NaN | 0 | 0 | 44.6 | 1 |
| 1049 | 11/15/14 | 2014 | NaN | 1 | 0 | 48.2 | 1 |
| 1050 | 11/16/14 | 2014 | NaN | 1 | 0 | 42.8 | 1 |
| 1051 | 11/17/14 | 2014 | NaN | 0 | 0 | 39.2 | 1 |
| 1052 | 11/18/14 | 2014 | NaN | 0 | 0 | 39.2 | 1 |
| 1053 | 11/19/14 | 2014 | NaN | 0 | 0 | 39.2 | 1 |
| 1054 | 11/20/14 | 2014 | NaN | 0 | 0 | 39.2 | 1 |
| 1055 | 11/21/14 | 2014 | NaN | 0 | 0 | 39.2 | 1 |
| 1056 | 11/22/14 | 2014 | NaN | 1 | 0 | 41.0 | 1 |
| 1057 | 11/23/14 | 2014 | NaN | 1 | 0 | 44.6 | 1 |
| 1058 | 11/24/14 | 2014 | NaN | 0 | 0 | 39.2 | 1 |
| 1059 | 11/25/14 | 2014 | NaN | 0 | 0 | 35.6 | 1 |
| 1060 | 11/26/14 | 2014 | NaN | 0 | 0 | 33.8 | 1 |
| 1061 | 11/27/14 | 2014 | NaN | 0 | 0 | 28.4 | 1 |
| 1062 | 11/28/14 | 2014 | NaN | 0 | 0 | 33.8 | 1 |
| 1063 | 11/29/14 | 2014 | NaN | 1 | 0 | 41.0 | 1 |
| 1064 | 11/30/14 | 2014 | NaN | 1 | 0 | 37.4 | 1 |
| 1065 | 12/1/14 | 2014 | NaN | 0 | 0 | 39.2 | 1 |
| 1066 | 12/2/14 | 2014 | NaN | 0 | 0 | 41.0 | 1 |
| 1067 | 12/3/14 | 2014 | NaN | 0 | 0 | 42.8 | 1 |
| 1068 | 12/4/14 | 2014 | NaN | 0 | 0 | 42.8 | 1 |
| 1069 | 12/5/14 | 2014 | NaN | 0 | 0 | 39.2 | 1 |
| 1070 | 12/6/14 | 2014 | NaN | 1 | 0 | 39.2 | 1 |
| 1071 | 12/7/14 | 2014 | NaN | 1 | 0 | 39.2 | 1 |
| 1072 | 12/8/14 | 2014 | NaN | 0 | 0 | 39.2 | 1 |
| 1073 | 12/9/14 | 2014 | NaN | 0 | 0 | 33.8 | 1 |
| 1074 | 12/10/14 | 2014 | NaN | 0 | 0 | 33.8 | 1 |
| 1075 | 12/11/14 | 2014 | NaN | 0 | 0 | 33.8 | 1 |
| 1076 | 12/12/14 | 2014 | NaN | 0 | 0 | 30.2 | 0 |
| 1077 | 12/13/14 | 2014 | NaN | 1 | 0 | 32.0 | 1 |
| 1078 | 12/14/14 | 2014 | NaN | 1 | 0 | 32.0 | 0 |
| 1079 | 12/15/14 | 2014 | NaN | 0 | 0 | 32.0 | 1 |
| 1080 | 12/16/14 | 2014 | NaN | 0 | 0 | 30.2 | 1 |
| 1081 | 12/17/14 | 2014 | NaN | 0 | 0 | 28.4 | 0 |
| 1082 | 12/18/14 | 2014 | NaN | 0 | 0 | 28.4 | 0 |
| 1083 | 12/19/14 | 2014 | NaN | 0 | 0 | 26.6 | 0 |
| 1084 | 12/20/14 | 2014 | NaN | 1 | 0 | 28.4 | 0 |
| 1085 | 12/21/14 | 2014 | NaN | 1 | 0 | 28.4 | 0 |
| 1086 | 12/22/14 | 2014 | NaN | 0 | 0 | 30.2 | 0 |
| 1087 | 12/23/14 | 2014 | NaN | 0 | 0 | 30.2 | 0 |
| 1088 | 12/24/14 | 2014 | NaN | 0 | 0 | 30.2 | 0 |
| 1089 | 12/25/14 | 2014 | NaN | 0 | 0 | 32.0 | 1 |
| 1090 | 12/26/14 | 2014 | NaN | 0 | 0 | 26.6 | 0 |
| 1091 | 12/27/14 | 2014 | NaN | 1 | 0 | 28.4 | 0 |
| 1092 | 12/28/14 | 2014 | NaN | 1 | 0 | 28.4 | 0 |
| 1093 | 12/29/14 | 2014 | NaN | 0 | 0 | 32.0 | 0 |
| 1094 | 12/30/14 | 2014 | NaN | 0 | 0 | 33.8 | 1 |
| 1095 | 12/31/14 | 2014 | NaN | 0 | 0 | 35.6 | 1 |
| 1097 | 1/2/15 | 2015 | NaN | 0 | 0 | 37.4 | 1 |
| 1098 | 1/3/15 | 2015 | NaN | 1 | 0 | 35.6 | 1 |
| 1099 | 1/4/15 | 2015 | NaN | 1 | 0 | 32.0 | 1 |
| 1100 | 1/5/15 | 2015 | NaN | 0 | 0 | 33.8 | 1 |
| 1101 | 1/6/15 | 2015 | NaN | 0 | 0 | 32.0 | 1 |
| 1102 | 1/7/15 | 2015 | NaN | 0 | 0 | 32.0 | 1 |
| 1103 | 1/8/15 | 2015 | NaN | 0 | 0 | 24.8 | 0 |
| 1104 | 1/9/15 | 2015 | NaN | 0 | 0 | 24.8 | 0 |
| 1105 | 1/10/15 | 2015 | NaN | 1 | 0 | 28.4 | 0 |
| 1106 | 1/11/15 | 2015 | NaN | 1 | 0 | 32.0 | 1 |
| 1107 | 1/12/15 | 2015 | NaN | 0 | 0 | 26.6 | 0 |
| 1108 | 1/13/15 | 2015 | NaN | 0 | 0 | 28.4 | 0 |
| 1109 | 1/14/15 | 2015 | NaN | 0 | 0 | 30.2 | 0 |
| 1110 | 1/15/15 | 2015 | NaN | 0 | 0 | 32.0 | 1 |
| 1111 | 1/16/15 | 2015 | NaN | 0 | 0 | 32.0 | 1 |
| 1112 | 1/17/15 | 2015 | NaN | 1 | 0 | 30.2 | 0 |
| 1113 | 1/18/15 | 2015 | NaN | 1 | 0 | 33.8 | 1 |
| 1114 | 1/19/15 | 2015 | NaN | 0 | 1 | 33.8 | 1 |
| 1115 | 1/20/15 | 2015 | NaN | 0 | 1 | 30.2 | 1 |
| 1116 | 1/21/15 | 2015 | NaN | 0 | 1 | 32.0 | 0 |
| 1117 | 1/22/15 | 2015 | NaN | 0 | 1 | 32.0 | 1 |
| 1118 | 1/23/15 | 2015 | NaN | 0 | 1 | 32.0 | 1 |
| 1119 | 1/24/15 | 2015 | NaN | 1 | 1 | 35.6 | 1 |
| 1120 | 1/25/15 | 2015 | NaN | 1 | 1 | 33.8 | 1 |
| 1121 | 1/26/15 | 2015 | NaN | 0 | 1 | 32.0 | 1 |
| 1122 | 1/27/15 | 2015 | NaN | 0 | 1 | 35.6 | 1 |
| 1123 | 1/28/15 | 2015 | NaN | 0 | 1 | 32.0 | 1 |
| 1124 | 1/29/15 | 2015 | NaN | 0 | 1 | 33.8 | 1 |
| 1125 | 1/30/15 | 2015 | NaN | 0 | 1 | 33.8 | 1 |
| 1133 | 2/7/15 | 2015 | NaN | 1 | 1 | 26.6 | 1 |
| 1134 | 2/8/15 | 2015 | NaN | 1 | 1 | 24.8 | 0 |
| 1135 | 2/9/15 | 2015 | NaN | 0 | 1 | 21.2 | 0 |
| 1136 | 2/10/15 | 2015 | NaN | 0 | 1 | 23.0 | 0 |
| 1137 | 2/11/15 | 2015 | NaN | 0 | 1 | 24.8 | 0 |
| 1138 | 2/12/15 | 2015 | NaN | 0 | 1 | 28.4 | 0 |
| 1139 | 2/13/15 | 2015 | NaN | 0 | 1 | 26.6 | 0 |
| 1140 | 2/14/15 | 2015 | NaN | 1 | 1 | 30.2 | 1 |
| 1141 | 2/15/15 | 2015 | NaN | 1 | 1 | 32.0 | 1 |
| 1142 | 2/16/15 | 2015 | NaN | 0 | 1 | 32.0 | 1 |
| 1143 | 2/17/15 | 2015 | NaN | 0 | 0 | 32.0 | 1 |
| 1144 | 2/18/15 | 2015 | NaN | 0 | 0 | 30.2 | 1 |
| 1145 | 2/19/15 | 2015 | NaN | 0 | 0 | 32.0 | 1 |
| 1146 | 2/20/15 | 2015 | NaN | 0 | 0 | 32.0 | 1 |
| 1147 | 2/21/15 | 2015 | NaN | 1 | 0 | 32.0 | 1 |
| 1148 | 2/22/15 | 2015 | NaN | 1 | 0 | 35.6 | 1 |
| 1149 | 2/23/15 | 2015 | NaN | 0 | 0 | 33.8 | 1 |
| 1150 | 2/24/15 | 2015 | NaN | 0 | 0 | 39.2 | 1 |
| 1151 | 2/25/15 | 2015 | NaN | 0 | 0 | 41.0 | 1 |
| 1152 | 2/26/15 | 2015 | NaN | 0 | 0 | 41.0 | 1 |
| 1153 | 2/27/15 | 2015 | NaN | 0 | 0 | 37.4 | 1 |
| 1154 | 2/28/15 | 2015 | NaN | 1 | 0 | 33.8 | 1 |
| 1155 | 3/1/15 | 2015 | NaN | 1 | 0 | 39.2 | 1 |
| 1156 | 3/2/15 | 2015 | NaN | 0 | 0 | 39.2 | 1 |
| 1157 | 3/3/15 | 2015 | NaN | 0 | 0 | 37.4 | 1 |
| 1158 | 3/4/15 | 2015 | NaN | 0 | 0 | 35.6 | 1 |
| 1159 | 3/5/15 | 2015 | NaN | 0 | 0 | 37.4 | 1 |
| 1160 | 3/6/15 | 2015 | NaN | 0 | 0 | 35.6 | 1 |
| 1161 | 3/7/15 | 2015 | NaN | 1 | 0 | 37.4 | 1 |
| 1162 | 3/8/15 | 2015 | NaN | 1 | 0 | 37.4 | 1 |
| 1163 | 3/9/15 | 2015 | NaN | 0 | 0 | 39.2 | 1 |
| 1164 | 3/10/15 | 2015 | NaN | 0 | 0 | 42.8 | 1 |
| 1165 | 3/11/15 | 2015 | NaN | 0 | 0 | 44.6 | 1 |
| 1166 | 3/12/15 | 2015 | NaN | 0 | 0 | 39.2 | 1 |
| 1167 | 3/13/15 | 2015 | NaN | 0 | 0 | 46.4 | 1 |
| 1168 | 3/14/15 | 2015 | NaN | 1 | 0 | 48.2 | 1 |
| 1169 | 3/15/15 | 2015 | NaN | 1 | 0 | 53.6 | 1 |
| 1170 | 3/16/15 | 2015 | NaN | 0 | 0 | 51.8 | 1 |
| 1171 | 3/17/15 | 2015 | NaN | 0 | 0 | 53.6 | 1 |
| 1172 | 3/18/15 | 2015 | NaN | 0 | 0 | 51.8 | 1 |
| 1173 | 3/19/15 | 2015 | NaN | 0 | 0 | 46.4 | 1 |
| 1174 | 3/20/15 | 2015 | NaN | 0 | 0 | 50.0 | 1 |
| 1175 | 3/21/15 | 2015 | NaN | 1 | 0 | 53.6 | 1 |
| 1176 | 3/22/15 | 2015 | NaN | 1 | 0 | 57.2 | 1 |
| 1177 | 3/23/15 | 2015 | NaN | 0 | 0 | 55.4 | 1 |
| 1178 | 3/24/15 | 2015 | NaN | 0 | 0 | 59.0 | 1 |
| 1179 | 3/25/15 | 2015 | NaN | 0 | 0 | 60.8 | 1 |
| 1180 | 3/26/15 | 2015 | NaN | 0 | 0 | 60.8 | 1 |
| 1181 | 3/27/15 | 2015 | NaN | 0 | 0 | 62.6 | 1 |
| 1182 | 3/28/15 | 2015 | NaN | 1 | 0 | 60.8 | 1 |
| 1183 | 3/29/15 | 2015 | NaN | 1 | 0 | 59.0 | 1 |
| 1184 | 3/30/15 | 2015 | NaN | 0 | 0 | 62.6 | 1 |
| 1185 | 3/31/15 | 2015 | NaN | 0 | 0 | 57.2 | 1 |
| 1186 | 4/1/15 | 2015 | NaN | 0 | 0 | 62.6 | 1 |
| 1187 | 4/2/15 | 2015 | NaN | 0 | 0 | 60.8 | 1 |
| 1188 | 4/3/15 | 2015 | NaN | 0 | 0 | 55.4 | 1 |
| 1189 | 4/4/15 | 2015 | NaN | 1 | 0 | 60.8 | 1 |
| 1193 | 4/8/15 | 2015 | NaN | 0 | 0 | 64.4 | 1 |
| 1194 | 4/9/15 | 2015 | NaN | 0 | 0 | 66.2 | 1 |
| 1195 | 4/10/15 | 2015 | NaN | 0 | 0 | 57.2 | 1 |
| 1196 | 4/11/15 | 2015 | NaN | 1 | 0 | 57.2 | 1 |
| 1197 | 4/12/15 | 2015 | NaN | 1 | 0 | 59.0 | 1 |
| 1198 | 4/13/15 | 2015 | NaN | 0 | 0 | 62.6 | 1 |
| 1199 | 4/14/15 | 2015 | NaN | 0 | 0 | 66.2 | 1 |
| 1200 | 4/15/15 | 2015 | NaN | 0 | 0 | 64.4 | 1 |
| 1201 | 4/16/15 | 2015 | NaN | 0 | 0 | 60.8 | 1 |
| 1202 | 4/17/15 | 2015 | NaN | 0 | 0 | 57.2 | 1 |
| 1203 | 4/18/15 | 2015 | NaN | 1 | 0 | 60.8 | 1 |
| 1204 | 4/19/15 | 2015 | NaN | 1 | 0 | 53.6 | 1 |
| 1205 | 4/20/15 | 2015 | NaN | 0 | 0 | 60.8 | 1 |
| 1206 | 4/21/15 | 2015 | NaN | 0 | 0 | 62.6 | 1 |
| 1207 | 4/22/15 | 2015 | NaN | 0 | 0 | 68.0 | 1 |
| 1208 | 4/23/15 | 2015 | NaN | 0 | 0 | 69.8 | 1 |
| 1209 | 4/24/15 | 2015 | NaN | 0 | 0 | 66.2 | 1 |
| 1210 | 4/25/15 | 2015 | NaN | 1 | 0 | 64.4 | 1 |
| 1211 | 4/26/15 | 2015 | NaN | 1 | 0 | 60.8 | 1 |
| 1212 | 4/27/15 | 2015 | NaN | 0 | 0 | 64.4 | 1 |
| 1213 | 4/28/15 | 2015 | NaN | 0 | 0 | 64.4 | 1 |
| 1214 | 4/29/15 | 2015 | NaN | 0 | 0 | 68.0 | 1 |
| 1215 | 4/30/15 | 2015 | NaN | 0 | 0 | 71.6 | 1 |
| 1219 | 5/4/15 | 2015 | NaN | 0 | 0 | 55.4 | 1 |
| 1220 | 5/5/15 | 2015 | NaN | 0 | 0 | 57.2 | 1 |
| 1221 | 5/6/15 | 2015 | NaN | 0 | 0 | 59.0 | 1 |
| 1222 | 5/7/15 | 2015 | NaN | 0 | 0 | 64.4 | 1 |
| 1223 | 5/8/15 | 2015 | NaN | 0 | 0 | 64.4 | 1 |
| 1224 | 5/9/15 | 2015 | NaN | 1 | 0 | 62.6 | 1 |
| 1225 | 5/10/15 | 2015 | NaN | 1 | 0 | 59.0 | 1 |
| 1226 | 5/11/15 | 2015 | NaN | 0 | 0 | 51.8 | 1 |
| 1227 | 5/12/15 | 2015 | NaN | 0 | 0 | 71.6 | 1 |
| 1228 | 5/13/15 | 2015 | NaN | 0 | 0 | 73.4 | 1 |
| 1229 | 5/14/15 | 2015 | NaN | 0 | 0 | 62.6 | 1 |
| 1230 | 5/15/15 | 2015 | NaN | 0 | 0 | 71.6 | 1 |
| 1231 | 5/16/15 | 2015 | NaN | 1 | 0 | 69.8 | 1 |
| 1232 | 5/17/15 | 2015 | NaN | 1 | 0 | 71.6 | 1 |
| 1233 | 5/18/15 | 2015 | NaN | 0 | 0 | 75.2 | 1 |
| 1234 | 5/19/15 | 2015 | NaN | 0 | 0 | 75.2 | 1 |
| 1235 | 5/20/15 | 2015 | NaN | 0 | 0 | 75.2 | 1 |
| 1236 | 5/21/15 | 2015 | NaN | 0 | 0 | 77.0 | 1 |
| 1237 | 5/22/15 | 2015 | NaN | 0 | 0 | 82.4 | 1 |
| 1238 | 5/23/15 | 2015 | NaN | 1 | 0 | 78.8 | 1 |
| 1239 | 5/24/15 | 2015 | NaN | 1 | 0 | 71.6 | 1 |
| 1240 | 5/25/15 | 2015 | NaN | 0 | 0 | 73.4 | 1 |
| 1241 | 5/26/15 | 2015 | NaN | 0 | 0 | 80.6 | 1 |
| 1242 | 5/27/15 | 2015 | NaN | 0 | 0 | 78.8 | 1 |
| 1243 | 5/28/15 | 2015 | NaN | 0 | 0 | 84.2 | 1 |
| 1244 | 5/29/15 | 2015 | NaN | 0 | 0 | 86.0 | 1 |
| 1245 | 5/30/15 | 2015 | NaN | 1 | 0 | 84.2 | 1 |
| 1249 | 6/3/15 | 2015 | NaN | 0 | 0 | 78.8 | 1 |
| 1250 | 6/4/15 | 2015 | NaN | 0 | 0 | 78.8 | 1 |
| 1251 | 6/5/15 | 2015 | NaN | 0 | 0 | 82.4 | 1 |
| 1252 | 6/6/15 | 2015 | NaN | 1 | 0 | 71.6 | 1 |
| 1253 | 6/7/15 | 2015 | NaN | 1 | 1 | 75.2 | 1 |
| 1254 | 6/8/15 | 2015 | NaN | 0 | 1 | 73.4 | 1 |
| 1255 | 6/9/15 | 2015 | NaN | 0 | 0 | 75.2 | 1 |
| 1256 | 6/10/15 | 2015 | NaN | 0 | 0 | 73.4 | 1 |
| 1257 | 6/11/15 | 2015 | NaN | 0 | 0 | 73.4 | 1 |
| 1258 | 6/12/15 | 2015 | NaN | 0 | 0 | 80.6 | 1 |
| 1259 | 6/13/15 | 2015 | NaN | 1 | 0 | 78.8 | 1 |
| 1260 | 6/14/15 | 2015 | NaN | 1 | 0 | 80.6 | 1 |
| 1261 | 6/15/15 | 2015 | NaN | 0 | 0 | 82.4 | 1 |
| 1262 | 6/16/15 | 2015 | NaN | 0 | 0 | 77.0 | 1 |
| 1263 | 6/17/15 | 2015 | NaN | 0 | 0 | 75.2 | 1 |
| 1264 | 6/18/15 | 2015 | NaN | 0 | 0 | 77.0 | 1 |
| 1265 | 6/19/15 | 2015 | NaN | 0 | 0 | 73.4 | 1 |
| 1266 | 6/20/15 | 2015 | NaN | 1 | 0 | 73.4 | 1 |
| 1267 | 6/21/15 | 2015 | NaN | 1 | 0 | 73.4 | 1 |
| 1268 | 6/22/15 | 2015 | NaN | 0 | 0 | 73.4 | 1 |
| 1269 | 6/23/15 | 2015 | NaN | 0 | 0 | 78.8 | 1 |
| 1270 | 6/24/15 | 2015 | NaN | 0 | 0 | 80.6 | 1 |
| 1271 | 6/25/15 | 2015 | NaN | 0 | 0 | 75.2 | 1 |
| 1272 | 6/26/15 | 2015 | NaN | 0 | 0 | 80.6 | 1 |
| 1273 | 6/27/15 | 2015 | NaN | 1 | 0 | 82.4 | 1 |
| 1274 | 6/28/15 | 2015 | NaN | 1 | 0 | 84.2 | 1 |
| 1275 | 6/29/15 | 2015 | NaN | 0 | 0 | 84.2 | 1 |
| 1276 | 6/30/15 | 2015 | NaN | 0 | 1 | 82.4 | 1 |
| 1277 | 7/1/15 | 2015 | NaN | 0 | 1 | 78.8 | 1 |
| 1278 | 7/2/15 | 2015 | NaN | 0 | 1 | 75.2 | 1 |
| 1279 | 7/3/15 | 2015 | NaN | 0 | 1 | 78.8 | 1 |
| 1280 | 7/4/15 | 2015 | NaN | 1 | 1 | 80.6 | 1 |
| 1281 | 7/5/15 | 2015 | NaN | 1 | 1 | 80.6 | 1 |
| 1282 | 7/6/15 | 2015 | NaN | 0 | 1 | 80.6 | 1 |
| 1283 | 7/7/15 | 2015 | NaN | 0 | 1 | 82.4 | 1 |
| 1284 | 7/8/15 | 2015 | NaN | 0 | 1 | 82.4 | 1 |
| 1285 | 7/9/15 | 2015 | NaN | 0 | 1 | 80.6 | 1 |
| 1286 | 7/10/15 | 2015 | NaN | 0 | 1 | 86.0 | 1 |
| 1287 | 7/11/15 | 2015 | NaN | 1 | 1 | 84.2 | 1 |
| 1288 | 7/12/15 | 2015 | NaN | 1 | 1 | 82.4 | 1 |
| 1289 | 7/13/15 | 2015 | NaN | 0 | 1 | 84.2 | 1 |
| 1290 | 7/14/15 | 2015 | NaN | 0 | 1 | 84.2 | 1 |
| 1291 | 7/15/15 | 2015 | NaN | 0 | 1 | 84.2 | 1 |
| 1292 | 7/16/15 | 2015 | NaN | 0 | 1 | 80.6 | 1 |
| 1293 | 7/17/15 | 2015 | NaN | 0 | 1 | 80.6 | 1 |
| 1294 | 7/18/15 | 2015 | NaN | 1 | 1 | 86.0 | 1 |
| 1295 | 7/19/15 | 2015 | NaN | 1 | 1 | 87.8 | 1 |
| 1296 | 7/20/15 | 2015 | NaN | 0 | 1 | 87.8 | 1 |
| 1297 | 7/21/15 | 2015 | NaN | 0 | 1 | 84.2 | 1 |
| 1298 | 7/22/15 | 2015 | NaN | 0 | 1 | 80.6 | 1 |
| 1299 | 7/23/15 | 2015 | NaN | 0 | 1 | 82.4 | 1 |
| 1300 | 7/24/15 | 2015 | NaN | 0 | 1 | 80.6 | 1 |
| 1301 | 7/25/15 | 2015 | NaN | 1 | 1 | 82.4 | 1 |
| 1302 | 7/26/15 | 2015 | NaN | 1 | 1 | 86.0 | 1 |
| 1303 | 7/27/15 | 2015 | NaN | 0 | 1 | 84.2 | 1 |
| 1304 | 7/28/15 | 2015 | NaN | 0 | 1 | 84.2 | 1 |
| 1305 | 7/29/15 | 2015 | NaN | 0 | 1 | 80.6 | 1 |
| 1306 | 7/30/15 | 2015 | NaN | 0 | 1 | 78.8 | 1 |
| 1307 | 7/31/15 | 2015 | NaN | 0 | 1 | 82.4 | 1 |
| 1308 | 8/1/15 | 2015 | NaN | 1 | 1 | 82.4 | 1 |
| 1309 | 8/2/15 | 2015 | NaN | 1 | 1 | 84.2 | 1 |
| 1310 | 8/3/15 | 2015 | NaN | 0 | 1 | 84.2 | 1 |
| 1311 | 8/4/15 | 2015 | NaN | 0 | 1 | 77.0 | 1 |
| 1312 | 8/5/15 | 2015 | NaN | 0 | 1 | 78.8 | 1 |
| 1313 | 8/6/15 | 2015 | NaN | 0 | 1 | 80.6 | 1 |
| 1314 | 8/7/15 | 2015 | NaN | 0 | 1 | 78.8 | 1 |
| 1315 | 8/8/15 | 2015 | NaN | 1 | 1 | 78.8 | 1 |
| 1316 | 8/9/15 | 2015 | NaN | 1 | 1 | 78.8 | 1 |
| 1317 | 8/10/15 | 2015 | NaN | 0 | 1 | 80.6 | 1 |
| 1318 | 8/11/15 | 2015 | NaN | 0 | 1 | 80.6 | 1 |
| 1319 | 8/12/15 | 2015 | NaN | 0 | 1 | 77.0 | 1 |
| 1320 | 8/13/15 | 2015 | NaN | 0 | 1 | 69.8 | 1 |
| 1321 | 8/14/15 | 2015 | NaN | 0 | 1 | 77.0 | 1 |
| 1322 | 8/15/15 | 2015 | NaN | 1 | 1 | 78.8 | 1 |
| 1323 | 8/16/15 | 2015 | NaN | 1 | 1 | 80.6 | 1 |
| 1324 | 8/17/15 | 2015 | NaN | 0 | 1 | 77.0 | 1 |
| 1325 | 8/18/15 | 2015 | NaN | 0 | 1 | 77.0 | 1 |
| 1326 | 8/19/15 | 2015 | NaN | 0 | 1 | 80.6 | 1 |
| 1327 | 8/20/15 | 2015 | NaN | 0 | 1 | 82.4 | 1 |
| 1328 | 8/21/15 | 2015 | NaN | 0 | 1 | 80.6 | 1 |
| 1329 | 8/22/15 | 2015 | NaN | 1 | 1 | 78.8 | 1 |
| 1330 | 8/23/15 | 2015 | NaN | 1 | 1 | 78.8 | 1 |
| 1331 | 8/24/15 | 2015 | NaN | 0 | 1 | 77.0 | 1 |
| 1332 | 8/25/15 | 2015 | NaN | 0 | 1 | 77.0 | 1 |
| 1333 | 8/26/15 | 2015 | NaN | 0 | 1 | 78.8 | 1 |
| 1334 | 8/27/15 | 2015 | NaN | 0 | 1 | 80.6 | 1 |
| 1335 | 8/28/15 | 2015 | NaN | 0 | 1 | 73.4 | 1 |
| 1336 | 8/29/15 | 2015 | NaN | 1 | 1 | 73.4 | 1 |
| 1337 | 8/30/15 | 2015 | NaN | 1 | 1 | 73.4 | 1 |
| 1338 | 8/31/15 | 2015 | NaN | 0 | 1 | 73.4 | 1 |
| 1339 | 9/1/15 | 2015 | NaN | 0 | 0 | 71.6 | 1 |
| 1340 | 9/2/15 | 2015 | NaN | 0 | 0 | 68.0 | 1 |
| 1344 | 9/6/15 | 2015 | NaN | 1 | 0 | 75.2 | 1 |
| 1345 | 9/7/15 | 2015 | NaN | 0 | 0 | 77.0 | 1 |
| 1346 | 9/8/15 | 2015 | NaN | 0 | 0 | 73.4 | 1 |
| 1347 | 9/9/15 | 2015 | NaN | 0 | 0 | 71.6 | 1 |
| 1348 | 9/10/15 | 2015 | NaN | 0 | 0 | 73.4 | 1 |
date_info['HOLIDAY'] = date_info['HOLIDAY'].fillna("No Holiday")
date_info
| CALENDAR_DATE | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|
| 0 | 1/1/12 | 2012 | New Year | 1 | 0 | 24.8 | 0 |
| 1 | 1/2/12 | 2012 | New Year | 0 | 0 | 24.8 | 0 |
| 2 | 1/3/12 | 2012 | New Year | 0 | 0 | 32.0 | 1 |
| 3 | 1/4/12 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 4 | 1/5/12 | 2012 | No Holiday | 0 | 0 | 24.8 | 0 |
| 5 | 1/6/12 | 2012 | No Holiday | 0 | 0 | 23.0 | 0 |
| 6 | 1/7/12 | 2012 | No Holiday | 1 | 0 | 26.6 | 0 |
| 7 | 1/8/12 | 2012 | No Holiday | 1 | 0 | 26.6 | 0 |
| 8 | 1/9/12 | 2012 | No Holiday | 0 | 0 | 23.0 | 0 |
| 9 | 1/10/12 | 2012 | No Holiday | 0 | 0 | 24.8 | 0 |
| 10 | 1/11/12 | 2012 | No Holiday | 0 | 0 | 21.2 | 0 |
| 11 | 1/12/12 | 2012 | No Holiday | 0 | 0 | 24.8 | 0 |
| 12 | 1/13/12 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 13 | 1/14/12 | 2012 | No Holiday | 1 | 0 | 23.0 | 0 |
| 14 | 1/15/12 | 2012 | No Holiday | 1 | 0 | 32.0 | 1 |
| 15 | 1/16/12 | 2012 | No Holiday | 0 | 0 | 23.0 | 0 |
| 16 | 1/17/12 | 2012 | No Holiday | 0 | 0 | 23.0 | 0 |
| 17 | 1/18/12 | 2012 | No Holiday | 0 | 0 | 23.0 | 0 |
| 18 | 1/19/12 | 2012 | No Holiday | 0 | 0 | 24.8 | 0 |
| 19 | 1/20/12 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 20 | 1/21/12 | 2012 | No Holiday | 1 | 0 | 26.6 | 0 |
| 21 | 1/22/12 | 2012 | No Holiday | 1 | 0 | 24.8 | 0 |
| 22 | 1/23/12 | 2012 | No Holiday | 0 | 0 | 23.0 | 0 |
| 23 | 1/24/12 | 2012 | No Holiday | 0 | 0 | 24.8 | 0 |
| 24 | 1/25/12 | 2012 | No Holiday | 0 | 0 | 23.0 | 0 |
| 25 | 1/26/12 | 2012 | No Holiday | 0 | 0 | 24.8 | 0 |
| 26 | 1/27/12 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 27 | 1/28/12 | 2012 | No Holiday | 1 | 0 | 32.0 | 1 |
| 28 | 1/29/12 | 2012 | No Holiday | 1 | 0 | 23.0 | 0 |
| 29 | 1/30/12 | 2012 | No Holiday | 0 | 0 | 28.4 | 0 |
| 30 | 1/31/12 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 31 | 2/1/12 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 32 | 2/2/12 | 2012 | Luner New Year | 0 | 0 | 32.0 | 1 |
| 33 | 2/3/12 | 2012 | Luner New Year | 0 | 0 | 32.0 | 1 |
| 34 | 2/4/12 | 2012 | Luner New Year | 1 | 0 | 32.0 | 1 |
| 35 | 2/5/12 | 2012 | Luner New Year | 1 | 0 | 32.0 | 1 |
| 36 | 2/6/12 | 2012 | Luner New Year | 0 | 0 | 32.0 | 1 |
| 37 | 2/7/12 | 2012 | Luner New Year | 0 | 0 | 32.0 | 1 |
| 38 | 2/8/12 | 2012 | Luner New Year | 0 | 0 | 32.0 | 1 |
| 39 | 2/9/12 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 40 | 2/10/12 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 41 | 2/11/12 | 2012 | No Holiday | 1 | 0 | 24.8 | 0 |
| 42 | 2/12/12 | 2012 | No Holiday | 1 | 0 | 24.8 | 0 |
| 43 | 2/13/12 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 44 | 2/14/12 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 45 | 2/15/12 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 46 | 2/16/12 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 47 | 2/17/12 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 48 | 2/18/12 | 2012 | No Holiday | 1 | 0 | 32.0 | 1 |
| 49 | 2/19/12 | 2012 | No Holiday | 1 | 0 | 37.4 | 1 |
| 50 | 2/20/12 | 2012 | No Holiday | 0 | 0 | 37.4 | 1 |
| 51 | 2/21/12 | 2012 | No Holiday | 0 | 0 | 39.2 | 1 |
| 52 | 2/22/12 | 2012 | No Holiday | 0 | 0 | 39.2 | 1 |
| 53 | 2/23/12 | 2012 | No Holiday | 0 | 0 | 42.8 | 1 |
| 54 | 2/24/12 | 2012 | No Holiday | 0 | 0 | 39.2 | 1 |
| 55 | 2/25/12 | 2012 | No Holiday | 1 | 0 | 37.4 | 1 |
| 56 | 2/26/12 | 2012 | No Holiday | 1 | 0 | 32.0 | 1 |
| 57 | 2/27/12 | 2012 | No Holiday | 0 | 0 | 30.2 | 1 |
| 58 | 2/28/12 | 2012 | No Holiday | 0 | 0 | 33.8 | 1 |
| 59 | 3/1/12 | 2012 | No Holiday | 0 | 0 | 33.8 | 1 |
| 60 | 3/2/12 | 2012 | No Holiday | 0 | 0 | 35.6 | 1 |
| 61 | 3/3/12 | 2012 | No Holiday | 1 | 0 | 35.6 | 1 |
| 62 | 3/4/12 | 2012 | No Holiday | 1 | 0 | 41.0 | 1 |
| 63 | 3/5/12 | 2012 | No Holiday | 0 | 0 | 44.6 | 1 |
| 64 | 3/6/12 | 2012 | No Holiday | 0 | 0 | 39.2 | 1 |
| 65 | 3/7/12 | 2012 | No Holiday | 0 | 0 | 39.2 | 1 |
| 66 | 3/8/12 | 2012 | No Holiday | 0 | 0 | 39.2 | 1 |
| 67 | 3/9/12 | 2012 | No Holiday | 0 | 0 | 41.0 | 1 |
| 68 | 3/10/12 | 2012 | No Holiday | 1 | 0 | 46.4 | 1 |
| 69 | 3/11/12 | 2012 | No Holiday | 1 | 0 | 50.0 | 1 |
| 70 | 3/12/12 | 2012 | No Holiday | 0 | 0 | 55.4 | 1 |
| 71 | 3/13/12 | 2012 | No Holiday | 0 | 0 | 50.0 | 1 |
| 72 | 3/14/12 | 2012 | No Holiday | 0 | 0 | 41.0 | 1 |
| 73 | 3/15/12 | 2012 | No Holiday | 0 | 0 | 37.4 | 1 |
| 74 | 3/16/12 | 2012 | No Holiday | 0 | 0 | 42.8 | 1 |
| 75 | 3/17/12 | 2012 | No Holiday | 1 | 0 | 50.0 | 1 |
| 76 | 3/18/12 | 2012 | No Holiday | 1 | 0 | 44.6 | 1 |
| 77 | 3/19/12 | 2012 | No Holiday | 0 | 0 | 46.4 | 1 |
| 78 | 3/20/12 | 2012 | No Holiday | 0 | 0 | 44.6 | 1 |
| 79 | 3/21/12 | 2012 | No Holiday | 0 | 0 | 37.4 | 1 |
| 80 | 3/22/12 | 2012 | No Holiday | 0 | 0 | 39.2 | 1 |
| 81 | 3/23/12 | 2012 | No Holiday | 0 | 0 | 42.8 | 1 |
| 82 | 3/24/12 | 2012 | No Holiday | 1 | 0 | 42.8 | 1 |
| 83 | 3/25/12 | 2012 | No Holiday | 1 | 0 | 42.8 | 1 |
| 84 | 3/26/12 | 2012 | No Holiday | 0 | 0 | 46.4 | 1 |
| 85 | 3/27/12 | 2012 | No Holiday | 0 | 0 | 48.2 | 1 |
| 86 | 3/28/12 | 2012 | No Holiday | 0 | 0 | 50.0 | 1 |
| 87 | 3/29/12 | 2012 | No Holiday | 0 | 0 | 51.8 | 1 |
| 88 | 3/30/12 | 2012 | No Holiday | 0 | 0 | 57.2 | 1 |
| 89 | 3/31/12 | 2012 | No Holiday | 1 | 0 | 57.2 | 1 |
| 90 | 4/1/12 | 2012 | No Holiday | 1 | 0 | 44.6 | 1 |
| 91 | 4/2/12 | 2012 | No Holiday | 0 | 0 | 44.6 | 1 |
| 92 | 4/3/12 | 2012 | Qing Ming Festival | 0 | 0 | 48.2 | 1 |
| 93 | 4/4/12 | 2012 | Qing Ming Festival | 0 | 0 | 53.6 | 1 |
| 94 | 4/5/12 | 2012 | Qing Ming Festival | 0 | 0 | 57.2 | 1 |
| 95 | 4/6/12 | 2012 | No Holiday | 0 | 0 | 55.4 | 1 |
| 96 | 4/7/12 | 2012 | No Holiday | 1 | 0 | 53.6 | 1 |
| 97 | 4/8/12 | 2012 | No Holiday | 1 | 0 | 55.4 | 1 |
| 98 | 4/9/12 | 2012 | No Holiday | 0 | 0 | 60.8 | 1 |
| 99 | 4/10/12 | 2012 | No Holiday | 0 | 0 | 50.0 | 1 |
| 100 | 4/11/12 | 2012 | No Holiday | 0 | 0 | 57.2 | 1 |
| 101 | 4/12/12 | 2012 | No Holiday | 0 | 0 | 62.6 | 1 |
| 102 | 4/13/12 | 2012 | No Holiday | 0 | 0 | 66.2 | 1 |
| 103 | 4/14/12 | 2012 | No Holiday | 1 | 0 | 69.8 | 1 |
| 104 | 4/15/12 | 2012 | No Holiday | 1 | 0 | 60.8 | 1 |
| 105 | 4/16/12 | 2012 | No Holiday | 0 | 0 | 66.2 | 1 |
| 106 | 4/17/12 | 2012 | No Holiday | 0 | 0 | 57.2 | 1 |
| 107 | 4/18/12 | 2012 | No Holiday | 0 | 0 | 57.2 | 1 |
| 108 | 4/19/12 | 2012 | No Holiday | 0 | 0 | 62.6 | 1 |
| 109 | 4/20/12 | 2012 | No Holiday | 0 | 0 | 66.2 | 1 |
| 110 | 4/21/12 | 2012 | No Holiday | 1 | 0 | 53.6 | 1 |
| 111 | 4/22/12 | 2012 | No Holiday | 1 | 0 | 57.2 | 1 |
| 112 | 4/23/12 | 2012 | No Holiday | 0 | 0 | 55.4 | 1 |
| 113 | 4/24/12 | 2012 | No Holiday | 0 | 0 | 60.8 | 1 |
| 114 | 4/25/12 | 2012 | No Holiday | 0 | 0 | 55.4 | 1 |
| 115 | 4/26/12 | 2012 | No Holiday | 0 | 0 | 53.6 | 1 |
| 116 | 4/27/12 | 2012 | No Holiday | 0 | 0 | 60.8 | 1 |
| 117 | 4/28/12 | 2012 | No Holiday | 1 | 0 | 64.4 | 1 |
| 118 | 4/29/12 | 2012 | No Holiday | 1 | 0 | 62.6 | 1 |
| 119 | 4/30/12 | 2012 | Labor Day | 0 | 0 | 62.6 | 1 |
| 120 | 5/1/12 | 2012 | Labor Day | 0 | 0 | 66.2 | 1 |
| 121 | 5/2/12 | 2012 | Labor Day | 0 | 0 | 64.4 | 1 |
| 122 | 5/3/12 | 2012 | No Holiday | 0 | 0 | 66.2 | 1 |
| 123 | 5/4/12 | 2012 | No Holiday | 0 | 0 | 60.8 | 1 |
| 124 | 5/5/12 | 2012 | No Holiday | 1 | 0 | 64.4 | 1 |
| 125 | 5/6/12 | 2012 | No Holiday | 1 | 0 | 66.2 | 1 |
| 126 | 5/7/12 | 2012 | No Holiday | 0 | 0 | 68.0 | 1 |
| 127 | 5/8/12 | 2012 | No Holiday | 0 | 0 | 59.0 | 1 |
| 128 | 5/9/12 | 2012 | No Holiday | 0 | 0 | 69.8 | 1 |
| 129 | 5/10/12 | 2012 | No Holiday | 0 | 0 | 66.2 | 1 |
| 130 | 5/11/12 | 2012 | No Holiday | 0 | 0 | 68.0 | 1 |
| 131 | 5/12/12 | 2012 | No Holiday | 1 | 0 | 64.4 | 1 |
| 132 | 5/13/12 | 2012 | No Holiday | 1 | 0 | 69.8 | 1 |
| 133 | 5/14/12 | 2012 | No Holiday | 0 | 0 | 71.6 | 1 |
| 134 | 5/15/12 | 2012 | No Holiday | 0 | 0 | 66.2 | 1 |
| 135 | 5/16/12 | 2012 | No Holiday | 0 | 0 | 69.8 | 1 |
| 136 | 5/17/12 | 2012 | No Holiday | 0 | 0 | 71.6 | 1 |
| 137 | 5/18/12 | 2012 | No Holiday | 0 | 0 | 75.2 | 1 |
| 138 | 5/19/12 | 2012 | No Holiday | 1 | 0 | 68.0 | 1 |
| 139 | 5/20/12 | 2012 | No Holiday | 1 | 0 | 64.4 | 1 |
| 140 | 5/21/12 | 2012 | No Holiday | 0 | 0 | 66.2 | 1 |
| 141 | 5/22/12 | 2012 | No Holiday | 0 | 0 | 71.6 | 1 |
| 142 | 5/23/12 | 2012 | No Holiday | 0 | 0 | 73.4 | 1 |
| 143 | 5/24/12 | 2012 | No Holiday | 0 | 0 | 73.4 | 1 |
| 144 | 5/25/12 | 2012 | No Holiday | 0 | 0 | 71.6 | 1 |
| 145 | 5/26/12 | 2012 | No Holiday | 1 | 0 | 71.6 | 1 |
| 146 | 5/27/12 | 2012 | No Holiday | 1 | 0 | 73.4 | 1 |
| 147 | 5/28/12 | 2012 | No Holiday | 0 | 0 | 80.6 | 1 |
| 148 | 5/29/12 | 2012 | No Holiday | 0 | 0 | 71.6 | 1 |
| 149 | 5/30/12 | 2012 | No Holiday | 0 | 0 | 75.2 | 1 |
| 150 | 5/31/12 | 2012 | No Holiday | 0 | 0 | 73.4 | 1 |
| 151 | 6/1/12 | 2012 | No Holiday | 0 | 0 | 77.0 | 1 |
| 152 | 6/2/12 | 2012 | No Holiday | 1 | 0 | 82.4 | 1 |
| 153 | 6/3/12 | 2012 | No Holiday | 1 | 0 | 78.8 | 1 |
| 154 | 6/4/12 | 2012 | Dragon Boat Festivel | 0 | 0 | 78.8 | 1 |
| 155 | 6/5/12 | 2012 | Dragon Boat Festivel | 0 | 0 | 80.6 | 1 |
| 156 | 6/6/12 | 2012 | Dragon Boat Festivel | 0 | 0 | 78.8 | 1 |
| 157 | 6/7/12 | 2012 | No Holiday | 0 | 0 | 82.4 | 1 |
| 158 | 6/8/12 | 2012 | No Holiday | 0 | 0 | 80.6 | 1 |
| 159 | 6/9/12 | 2012 | No Holiday | 1 | 0 | 82.4 | 1 |
| 160 | 6/10/12 | 2012 | No Holiday | 1 | 0 | 75.2 | 1 |
| 161 | 6/11/12 | 2012 | No Holiday | 0 | 0 | 73.4 | 1 |
| 162 | 6/12/12 | 2012 | No Holiday | 0 | 0 | 80.6 | 1 |
| 163 | 6/13/12 | 2012 | No Holiday | 0 | 0 | 82.4 | 1 |
| 164 | 6/14/12 | 2012 | No Holiday | 0 | 0 | 82.4 | 1 |
| 165 | 6/15/12 | 2012 | No Holiday | 0 | 0 | 77.0 | 1 |
| 166 | 6/16/12 | 2012 | No Holiday | 1 | 0 | 73.4 | 1 |
| 167 | 6/17/12 | 2012 | No Holiday | 1 | 0 | 77.0 | 1 |
| 168 | 6/18/12 | 2012 | No Holiday | 0 | 0 | 80.6 | 1 |
| 169 | 6/19/12 | 2012 | No Holiday | 0 | 0 | 82.4 | 1 |
| 170 | 6/20/12 | 2012 | No Holiday | 0 | 0 | 82.4 | 1 |
| 171 | 6/21/12 | 2012 | No Holiday | 0 | 0 | 84.2 | 1 |
| 172 | 6/22/12 | 2012 | No Holiday | 0 | 0 | 78.8 | 1 |
| 173 | 6/23/12 | 2012 | No Holiday | 1 | 0 | 73.4 | 1 |
| 174 | 6/24/12 | 2012 | No Holiday | 1 | 0 | 71.6 | 1 |
| 175 | 6/25/12 | 2012 | No Holiday | 0 | 0 | 75.2 | 1 |
| 176 | 6/26/12 | 2012 | No Holiday | 0 | 0 | 78.8 | 1 |
| 177 | 6/27/12 | 2012 | No Holiday | 0 | 0 | 80.6 | 1 |
| 178 | 6/28/12 | 2012 | No Holiday | 0 | 0 | 80.6 | 1 |
| 179 | 6/29/12 | 2012 | No Holiday | 0 | 0 | 80.6 | 1 |
| 180 | 6/30/12 | 2012 | No Holiday | 1 | 0 | 80.6 | 1 |
| 181 | 7/1/12 | 2012 | No Holiday | 1 | 0 | 80.6 | 1 |
| 182 | 7/2/12 | 2012 | No Holiday | 0 | 0 | 77.0 | 1 |
| 183 | 7/3/12 | 2012 | No Holiday | 0 | 0 | 80.6 | 1 |
| 184 | 7/4/12 | 2012 | No Holiday | 0 | 0 | 84.2 | 1 |
| 185 | 7/5/12 | 2012 | No Holiday | 0 | 0 | 86.0 | 1 |
| 186 | 7/6/12 | 2012 | No Holiday | 0 | 0 | 80.6 | 1 |
| 187 | 7/7/12 | 2012 | No Holiday | 1 | 0 | 78.8 | 1 |
| 188 | 7/8/12 | 2012 | No Holiday | 1 | 0 | 80.6 | 1 |
| 189 | 7/9/12 | 2012 | No Holiday | 0 | 0 | 82.4 | 1 |
| 190 | 7/10/12 | 2012 | No Holiday | 0 | 0 | 82.4 | 1 |
| 191 | 7/11/12 | 2012 | No Holiday | 0 | 0 | 80.6 | 1 |
| 192 | 7/12/12 | 2012 | No Holiday | 0 | 0 | 80.6 | 1 |
| 193 | 7/13/12 | 2012 | No Holiday | 0 | 0 | 82.4 | 1 |
| 194 | 7/14/12 | 2012 | No Holiday | 1 | 0 | 80.6 | 1 |
| 195 | 7/15/12 | 2012 | No Holiday | 1 | 0 | 80.6 | 1 |
| 196 | 7/16/12 | 2012 | No Holiday | 0 | 0 | 78.8 | 1 |
| 197 | 7/17/12 | 2012 | No Holiday | 0 | 0 | 77.0 | 1 |
| 198 | 7/18/12 | 2012 | No Holiday | 0 | 0 | 75.2 | 1 |
| 199 | 7/19/12 | 2012 | No Holiday | 0 | 0 | 77.0 | 1 |
| 200 | 7/20/12 | 2012 | No Holiday | 0 | 0 | 77.0 | 1 |
| 201 | 7/21/12 | 2012 | No Holiday | 1 | 0 | 77.0 | 1 |
| 202 | 7/22/12 | 2012 | No Holiday | 1 | 0 | 82.4 | 1 |
| 203 | 7/23/12 | 2012 | No Holiday | 0 | 0 | 86.0 | 1 |
| 204 | 7/24/12 | 2012 | No Holiday | 0 | 0 | 78.8 | 1 |
| 205 | 7/25/12 | 2012 | No Holiday | 0 | 0 | 78.8 | 1 |
| 206 | 7/26/12 | 2012 | No Holiday | 0 | 0 | 86.0 | 1 |
| 207 | 7/27/12 | 2012 | No Holiday | 0 | 0 | 84.2 | 1 |
| 208 | 7/28/12 | 2012 | No Holiday | 1 | 0 | 84.2 | 1 |
| 209 | 7/29/12 | 2012 | No Holiday | 1 | 0 | 78.8 | 1 |
| 210 | 7/30/12 | 2012 | No Holiday | 0 | 0 | 80.6 | 1 |
| 211 | 7/31/12 | 2012 | No Holiday | 0 | 0 | 84.2 | 1 |
| 212 | 8/1/12 | 2012 | No Holiday | 0 | 0 | 86.0 | 1 |
| 213 | 8/2/12 | 2012 | No Holiday | 0 | 0 | 82.4 | 1 |
| 214 | 8/3/12 | 2012 | No Holiday | 0 | 0 | 82.4 | 1 |
| 215 | 8/4/12 | 2012 | No Holiday | 1 | 0 | 82.4 | 1 |
| 216 | 8/5/12 | 2012 | No Holiday | 1 | 0 | 80.6 | 1 |
| 217 | 8/6/12 | 2012 | No Holiday | 0 | 0 | 80.6 | 1 |
| 218 | 8/7/12 | 2012 | No Holiday | 0 | 0 | 82.4 | 1 |
| 219 | 8/8/12 | 2012 | No Holiday | 0 | 0 | 84.2 | 1 |
| 220 | 8/9/12 | 2012 | No Holiday | 0 | 0 | 84.2 | 1 |
| 221 | 8/10/12 | 2012 | No Holiday | 0 | 0 | 82.4 | 1 |
| 222 | 8/11/12 | 2012 | No Holiday | 1 | 0 | 84.2 | 1 |
| 223 | 8/12/12 | 2012 | No Holiday | 1 | 0 | 84.2 | 1 |
| 224 | 8/13/12 | 2012 | No Holiday | 0 | 0 | 82.4 | 1 |
| 225 | 8/14/12 | 2012 | No Holiday | 0 | 0 | 77.0 | 1 |
| 226 | 8/15/12 | 2012 | No Holiday | 0 | 0 | 75.2 | 1 |
| 227 | 8/16/12 | 2012 | No Holiday | 0 | 0 | 80.6 | 1 |
| 228 | 8/17/12 | 2012 | No Holiday | 0 | 0 | 78.8 | 1 |
| 229 | 8/18/12 | 2012 | No Holiday | 1 | 0 | 75.2 | 1 |
| 230 | 8/19/12 | 2012 | No Holiday | 1 | 0 | 77.0 | 1 |
| 231 | 8/20/12 | 2012 | No Holiday | 0 | 0 | 78.8 | 1 |
| 232 | 8/21/12 | 2012 | No Holiday | 0 | 0 | 78.8 | 1 |
| 233 | 8/22/12 | 2012 | No Holiday | 0 | 0 | 77.0 | 1 |
| 234 | 8/23/12 | 2012 | No Holiday | 0 | 0 | 77.0 | 1 |
| 235 | 8/24/12 | 2012 | No Holiday | 0 | 0 | 75.2 | 1 |
| 236 | 8/25/12 | 2012 | No Holiday | 1 | 0 | 73.4 | 1 |
| 237 | 8/26/12 | 2012 | No Holiday | 1 | 0 | 75.2 | 1 |
| 238 | 8/27/12 | 2012 | No Holiday | 0 | 0 | 75.2 | 1 |
| 239 | 8/28/12 | 2012 | No Holiday | 0 | 0 | 77.0 | 1 |
| 240 | 8/29/12 | 2012 | No Holiday | 0 | 0 | 78.8 | 1 |
| 241 | 8/30/12 | 2012 | No Holiday | 0 | 0 | 80.6 | 1 |
| 242 | 8/31/12 | 2012 | No Holiday | 0 | 0 | 77.0 | 1 |
| 243 | 9/1/12 | 2012 | No Holiday | 1 | 0 | 73.4 | 1 |
| 244 | 9/2/12 | 2012 | No Holiday | 1 | 0 | 75.2 | 1 |
| 245 | 9/3/12 | 2012 | No Holiday | 0 | 0 | 71.6 | 1 |
| 246 | 9/4/12 | 2012 | No Holiday | 0 | 0 | 75.2 | 1 |
| 247 | 9/5/12 | 2012 | No Holiday | 0 | 0 | 77.0 | 1 |
| 248 | 9/6/12 | 2012 | No Holiday | 0 | 0 | 75.2 | 1 |
| 249 | 9/7/12 | 2012 | No Holiday | 0 | 0 | 71.6 | 1 |
| 250 | 9/8/12 | 2012 | No Holiday | 1 | 0 | 68.0 | 1 |
| 251 | 9/9/12 | 2012 | No Holiday | 1 | 0 | 66.2 | 1 |
| 252 | 9/10/12 | 2012 | Mid-Autumn Day | 0 | 0 | 60.8 | 1 |
| 253 | 9/11/12 | 2012 | Mid-Autumn Day | 0 | 0 | 68.0 | 1 |
| 254 | 9/12/12 | 2012 | Mid-Autumn Day | 0 | 0 | 68.0 | 1 |
| 255 | 9/13/12 | 2012 | No Holiday | 0 | 0 | 69.8 | 1 |
| 256 | 9/14/12 | 2012 | No Holiday | 0 | 0 | 69.8 | 1 |
| 257 | 9/15/12 | 2012 | No Holiday | 1 | 0 | 69.8 | 1 |
| 258 | 9/16/12 | 2012 | No Holiday | 1 | 0 | 62.6 | 1 |
| 259 | 9/17/12 | 2012 | No Holiday | 0 | 0 | 59.0 | 1 |
| 260 | 9/18/12 | 2012 | No Holiday | 0 | 0 | 59.0 | 1 |
| 261 | 9/19/12 | 2012 | No Holiday | 0 | 0 | 60.8 | 1 |
| 262 | 9/20/12 | 2012 | No Holiday | 0 | 0 | 62.6 | 1 |
| 263 | 9/21/12 | 2012 | No Holiday | 0 | 0 | 66.2 | 1 |
| 264 | 9/22/12 | 2012 | No Holiday | 1 | 0 | 68.0 | 1 |
| 265 | 9/23/12 | 2012 | No Holiday | 1 | 0 | 68.0 | 1 |
| 266 | 9/24/12 | 2012 | No Holiday | 0 | 0 | 69.8 | 1 |
| 267 | 9/25/12 | 2012 | No Holiday | 0 | 0 | 69.8 | 1 |
| 268 | 9/26/12 | 2012 | No Holiday | 0 | 0 | 69.8 | 1 |
| 269 | 9/27/12 | 2012 | No Holiday | 0 | 0 | 69.8 | 1 |
| 270 | 9/28/12 | 2012 | No Holiday | 0 | 0 | 66.2 | 1 |
| 271 | 9/29/12 | 2012 | No Holiday | 1 | 0 | 60.8 | 1 |
| 272 | 9/30/12 | 2012 | No Holiday | 1 | 0 | 59.0 | 1 |
| 273 | 10/1/12 | 2012 | National Day | 0 | 0 | 59.0 | 1 |
| 274 | 10/2/12 | 2012 | National Day | 0 | 0 | 57.2 | 1 |
| 275 | 10/3/12 | 2012 | National Day | 0 | 0 | 57.2 | 1 |
| 276 | 10/4/12 | 2012 | National Day | 0 | 0 | 60.8 | 1 |
| 277 | 10/5/12 | 2012 | National Day | 0 | 0 | 62.6 | 1 |
| 278 | 10/6/12 | 2012 | National Day | 1 | 0 | 62.6 | 1 |
| 279 | 10/7/12 | 2012 | National Day | 1 | 0 | 64.4 | 1 |
| 280 | 10/8/12 | 2012 | No Holiday | 0 | 0 | 66.2 | 1 |
| 281 | 10/9/12 | 2012 | No Holiday | 0 | 0 | 66.2 | 1 |
| 282 | 10/10/12 | 2012 | No Holiday | 0 | 0 | 62.6 | 1 |
| 283 | 10/11/12 | 2012 | No Holiday | 0 | 0 | 62.6 | 1 |
| 284 | 10/12/12 | 2012 | No Holiday | 0 | 0 | 62.6 | 1 |
| 285 | 10/13/12 | 2012 | No Holiday | 1 | 0 | 59.0 | 1 |
| 286 | 10/14/12 | 2012 | No Holiday | 1 | 0 | 57.2 | 1 |
| 287 | 10/15/12 | 2012 | No Holiday | 0 | 0 | 59.0 | 1 |
| 288 | 10/16/12 | 2012 | No Holiday | 0 | 0 | 57.2 | 1 |
| 289 | 10/17/12 | 2012 | No Holiday | 0 | 0 | 57.2 | 1 |
| 290 | 10/18/12 | 2012 | No Holiday | 0 | 0 | 59.0 | 1 |
| 291 | 10/19/12 | 2012 | No Holiday | 0 | 0 | 59.0 | 1 |
| 292 | 10/20/12 | 2012 | No Holiday | 1 | 0 | 60.8 | 1 |
| 293 | 10/21/12 | 2012 | No Holiday | 1 | 0 | 57.2 | 1 |
| 294 | 10/22/12 | 2012 | No Holiday | 0 | 0 | 60.8 | 1 |
| 295 | 10/23/12 | 2012 | No Holiday | 0 | 0 | 50.0 | 1 |
| 296 | 10/24/12 | 2012 | No Holiday | 0 | 0 | 46.4 | 1 |
| 297 | 10/25/12 | 2012 | No Holiday | 0 | 0 | 50.0 | 1 |
| 298 | 10/26/12 | 2012 | No Holiday | 0 | 0 | 48.2 | 1 |
| 299 | 10/27/12 | 2012 | No Holiday | 1 | 0 | 50.0 | 1 |
| 300 | 10/28/12 | 2012 | No Holiday | 1 | 0 | 51.8 | 1 |
| 301 | 10/29/12 | 2012 | No Holiday | 0 | 0 | 53.6 | 1 |
| 302 | 10/30/12 | 2012 | No Holiday | 0 | 0 | 53.6 | 1 |
| 303 | 10/31/12 | 2012 | No Holiday | 0 | 0 | 53.6 | 1 |
| 304 | 11/1/12 | 2012 | No Holiday | 0 | 0 | 51.8 | 1 |
| 305 | 11/2/12 | 2012 | No Holiday | 0 | 0 | 53.6 | 1 |
| 306 | 11/3/12 | 2012 | No Holiday | 1 | 0 | 51.8 | 1 |
| 307 | 11/4/12 | 2012 | No Holiday | 1 | 0 | 51.8 | 1 |
| 308 | 11/5/12 | 2012 | No Holiday | 0 | 0 | 53.6 | 1 |
| 309 | 11/6/12 | 2012 | No Holiday | 0 | 0 | 51.8 | 1 |
| 310 | 11/7/12 | 2012 | No Holiday | 0 | 0 | 50.0 | 1 |
| 311 | 11/8/12 | 2012 | No Holiday | 0 | 0 | 46.4 | 1 |
| 312 | 11/9/12 | 2012 | No Holiday | 0 | 0 | 46.4 | 1 |
| 313 | 11/10/12 | 2012 | No Holiday | 1 | 0 | 48.2 | 1 |
| 314 | 11/11/12 | 2012 | No Holiday | 1 | 0 | 50.0 | 1 |
| 315 | 11/12/12 | 2012 | No Holiday | 0 | 0 | 46.4 | 1 |
| 316 | 11/13/12 | 2012 | No Holiday | 0 | 0 | 42.8 | 1 |
| 317 | 11/14/12 | 2012 | No Holiday | 0 | 0 | 44.6 | 1 |
| 318 | 11/15/12 | 2012 | No Holiday | 0 | 0 | 44.6 | 1 |
| 319 | 11/16/12 | 2012 | No Holiday | 0 | 0 | 46.4 | 1 |
| 320 | 11/17/12 | 2012 | No Holiday | 1 | 0 | 41.0 | 1 |
| 321 | 11/18/12 | 2012 | No Holiday | 1 | 0 | 44.6 | 1 |
| 322 | 11/19/12 | 2012 | No Holiday | 0 | 0 | 37.4 | 1 |
| 323 | 11/20/12 | 2012 | No Holiday | 0 | 0 | 37.4 | 1 |
| 324 | 11/21/12 | 2012 | No Holiday | 0 | 0 | 41.0 | 1 |
| 325 | 11/22/12 | 2012 | No Holiday | 0 | 0 | 39.2 | 1 |
| 326 | 11/23/12 | 2012 | No Holiday | 0 | 0 | 33.8 | 1 |
| 327 | 11/24/12 | 2012 | No Holiday | 1 | 0 | 35.6 | 1 |
| 328 | 11/25/12 | 2012 | No Holiday | 1 | 0 | 37.4 | 1 |
| 329 | 11/26/12 | 2012 | No Holiday | 0 | 0 | 39.2 | 1 |
| 330 | 11/27/12 | 2012 | No Holiday | 0 | 0 | 37.4 | 1 |
| 331 | 11/28/12 | 2012 | No Holiday | 0 | 0 | 35.6 | 1 |
| 332 | 11/29/12 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 333 | 11/30/12 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 334 | 12/1/12 | 2012 | No Holiday | 1 | 0 | 33.8 | 1 |
| 335 | 12/2/12 | 2012 | No Holiday | 1 | 0 | 32.0 | 1 |
| 336 | 12/3/12 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 337 | 12/4/12 | 2012 | No Holiday | 0 | 0 | 33.8 | 1 |
| 338 | 12/5/12 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 339 | 12/6/12 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 340 | 12/7/12 | 2012 | No Holiday | 0 | 0 | 30.2 | 0 |
| 341 | 12/8/12 | 2012 | No Holiday | 1 | 0 | 24.8 | 0 |
| 342 | 12/9/12 | 2012 | No Holiday | 1 | 0 | 28.4 | 1 |
| 343 | 12/10/12 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 344 | 12/11/12 | 2012 | No Holiday | 0 | 0 | 33.8 | 1 |
| 345 | 12/12/12 | 2012 | No Holiday | 0 | 0 | 35.6 | 1 |
| 346 | 12/13/12 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 347 | 12/14/12 | 2012 | No Holiday | 0 | 0 | 28.4 | 0 |
| 348 | 12/15/12 | 2012 | No Holiday | 1 | 0 | 24.8 | 0 |
| 349 | 12/16/12 | 2012 | No Holiday | 1 | 0 | 26.6 | 0 |
| 350 | 12/17/12 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 351 | 12/18/12 | 2012 | No Holiday | 0 | 0 | 28.4 | 0 |
| 352 | 12/19/12 | 2012 | No Holiday | 0 | 0 | 30.2 | 1 |
| 353 | 12/20/12 | 2012 | No Holiday | 0 | 0 | 30.2 | 1 |
| 354 | 12/21/12 | 2012 | No Holiday | 0 | 0 | 28.4 | 0 |
| 355 | 12/22/12 | 2012 | No Holiday | 1 | 0 | 28.4 | 0 |
| 356 | 12/23/12 | 2012 | No Holiday | 1 | 0 | 30.2 | 1 |
| 357 | 12/24/12 | 2012 | No Holiday | 0 | 0 | 30.2 | 0 |
| 358 | 12/25/12 | 2012 | No Holiday | 0 | 0 | 30.2 | 0 |
| 359 | 12/26/12 | 2012 | No Holiday | 0 | 0 | 30.2 | 1 |
| 360 | 12/27/12 | 2012 | No Holiday | 0 | 0 | 30.2 | 1 |
| 361 | 12/28/12 | 2012 | No Holiday | 0 | 0 | 30.2 | 0 |
| 362 | 12/29/12 | 2012 | No Holiday | 1 | 0 | 26.6 | 1 |
| 363 | 12/30/12 | 2012 | No Holiday | 1 | 0 | 28.4 | 1 |
| 364 | 12/31/12 | 2012 | No Holiday | 0 | 0 | 30.2 | 0 |
| 365 | 1/1/13 | 2013 | New Year | 0 | 0 | 30.2 | 1 |
| 366 | 1/2/13 | 2013 | New Year | 0 | 0 | 28.4 | 0 |
| 367 | 1/3/13 | 2013 | New Year | 0 | 0 | 26.6 | 0 |
| 368 | 1/4/13 | 2013 | No Holiday | 0 | 0 | 24.8 | 0 |
| 369 | 1/5/13 | 2013 | No Holiday | 1 | 0 | 26.6 | 0 |
| 370 | 1/6/13 | 2013 | No Holiday | 1 | 0 | 26.6 | 0 |
| 371 | 1/7/13 | 2013 | No Holiday | 0 | 0 | 26.6 | 0 |
| 372 | 1/8/13 | 2013 | No Holiday | 0 | 0 | 26.6 | 0 |
| 373 | 1/9/13 | 2013 | No Holiday | 0 | 0 | 28.4 | 0 |
| 374 | 1/10/13 | 2013 | No Holiday | 0 | 0 | 28.4 | 0 |
| 375 | 1/11/13 | 2013 | No Holiday | 0 | 0 | 24.8 | 0 |
| 376 | 1/12/13 | 2013 | No Holiday | 1 | 0 | 28.4 | 0 |
| 377 | 1/13/13 | 2013 | No Holiday | 1 | 0 | 30.2 | 0 |
| 378 | 1/14/13 | 2013 | No Holiday | 0 | 1 | 30.2 | 0 |
| 379 | 1/15/13 | 2013 | No Holiday | 0 | 1 | 30.2 | 0 |
| 380 | 1/16/13 | 2013 | No Holiday | 0 | 1 | 30.2 | 1 |
| 381 | 1/17/13 | 2013 | No Holiday | 0 | 1 | 30.2 | 1 |
| 382 | 1/18/13 | 2013 | No Holiday | 0 | 1 | 32.0 | 1 |
| 383 | 1/19/13 | 2013 | No Holiday | 1 | 1 | 28.4 | 1 |
| 384 | 1/20/13 | 2013 | No Holiday | 1 | 1 | 23.0 | 0 |
| 385 | 1/21/13 | 2013 | No Holiday | 0 | 1 | 19.4 | 0 |
| 386 | 1/22/13 | 2013 | Luner New Year | 0 | 1 | 17.6 | 0 |
| 387 | 1/23/13 | 2013 | Luner New Year | 0 | 1 | 21.2 | 0 |
| 388 | 1/24/13 | 2013 | Luner New Year | 0 | 1 | 23.0 | 0 |
| 389 | 1/25/13 | 2013 | Luner New Year | 0 | 1 | 23.0 | 0 |
| 390 | 1/26/13 | 2013 | Luner New Year | 1 | 1 | 26.6 | 0 |
| 391 | 1/27/13 | 2013 | Luner New Year | 1 | 1 | 26.6 | 0 |
| 392 | 1/28/13 | 2013 | Luner New Year | 0 | 1 | 23.0 | 0 |
| 393 | 1/29/13 | 2013 | No Holiday | 0 | 1 | 23.0 | 0 |
| 394 | 1/30/13 | 2013 | No Holiday | 0 | 1 | 23.0 | 0 |
| 395 | 1/31/13 | 2013 | No Holiday | 0 | 1 | 23.0 | 0 |
| 396 | 2/1/13 | 2013 | No Holiday | 0 | 1 | 19.4 | 0 |
| 397 | 2/2/13 | 2013 | No Holiday | 1 | 1 | 21.2 | 0 |
| 398 | 2/3/13 | 2013 | No Holiday | 1 | 1 | 26.6 | 0 |
| 399 | 2/4/13 | 2013 | No Holiday | 0 | 1 | 30.2 | 0 |
| 400 | 2/5/13 | 2013 | No Holiday | 0 | 1 | 30.2 | 0 |
| 401 | 2/6/13 | 2013 | No Holiday | 0 | 1 | 19.4 | 0 |
| 402 | 2/7/13 | 2013 | No Holiday | 0 | 0 | 23.0 | 0 |
| 403 | 2/8/13 | 2013 | No Holiday | 0 | 0 | 26.6 | 0 |
| 404 | 2/9/13 | 2013 | No Holiday | 1 | 0 | 28.4 | 0 |
| 405 | 2/10/13 | 2013 | No Holiday | 1 | 0 | 28.4 | 0 |
| 406 | 2/11/13 | 2013 | No Holiday | 0 | 0 | 32.0 | 0 |
| 407 | 2/12/13 | 2013 | No Holiday | 0 | 0 | 32.0 | 1 |
| 408 | 2/13/13 | 2013 | No Holiday | 0 | 0 | 33.8 | 1 |
| 409 | 2/14/13 | 2013 | No Holiday | 0 | 0 | 30.2 | 0 |
| 410 | 2/15/13 | 2013 | No Holiday | 0 | 0 | 32.0 | 1 |
| 411 | 2/16/13 | 2013 | No Holiday | 1 | 0 | 28.4 | 0 |
| 412 | 2/17/13 | 2013 | No Holiday | 1 | 0 | 28.4 | 0 |
| 413 | 2/18/13 | 2013 | No Holiday | 0 | 0 | 30.2 | 0 |
| 414 | 2/19/13 | 2013 | No Holiday | 0 | 0 | 32.0 | 1 |
| 415 | 2/20/13 | 2013 | No Holiday | 0 | 0 | 35.6 | 1 |
| 416 | 2/21/13 | 2013 | No Holiday | 0 | 0 | 33.8 | 1 |
| 417 | 2/22/13 | 2013 | No Holiday | 0 | 0 | 35.6 | 1 |
| 418 | 2/23/13 | 2013 | No Holiday | 1 | 0 | 33.8 | 1 |
| 419 | 2/24/13 | 2013 | No Holiday | 1 | 0 | 32.0 | 1 |
| 420 | 2/25/13 | 2013 | No Holiday | 0 | 0 | 32.0 | 1 |
| 421 | 2/26/13 | 2013 | No Holiday | 0 | 0 | 32.0 | 1 |
| 422 | 2/27/13 | 2013 | No Holiday | 0 | 0 | 35.6 | 1 |
| 423 | 2/28/13 | 2013 | No Holiday | 0 | 0 | 35.6 | 1 |
| 424 | 3/1/13 | 2013 | No Holiday | 0 | 0 | 39.2 | 1 |
| 425 | 3/1/13 | 2013 | No Holiday | 0 | 0 | 32.0 | 1 |
| 426 | 3/2/13 | 2013 | No Holiday | 1 | 0 | 35.6 | 1 |
| 427 | 3/3/13 | 2013 | No Holiday | 1 | 0 | 33.8 | 1 |
| 428 | 3/4/13 | 2013 | No Holiday | 0 | 0 | 35.6 | 1 |
| 429 | 3/5/13 | 2013 | No Holiday | 0 | 0 | 35.6 | 1 |
| 430 | 3/6/13 | 2013 | No Holiday | 0 | 0 | 39.2 | 1 |
| 431 | 3/7/13 | 2013 | No Holiday | 0 | 0 | 39.2 | 1 |
| 432 | 3/8/13 | 2013 | No Holiday | 0 | 0 | 32.0 | 1 |
| 433 | 3/9/13 | 2013 | No Holiday | 1 | 0 | 33.8 | 1 |
| 434 | 3/10/13 | 2013 | No Holiday | 1 | 0 | 33.8 | 1 |
| 435 | 3/11/13 | 2013 | No Holiday | 0 | 0 | 32.0 | 0 |
| 436 | 3/12/13 | 2013 | No Holiday | 0 | 0 | 37.4 | 1 |
| 437 | 3/13/13 | 2013 | No Holiday | 0 | 0 | 42.8 | 1 |
| 438 | 3/14/13 | 2013 | No Holiday | 0 | 0 | 42.8 | 1 |
| 439 | 3/15/13 | 2013 | No Holiday | 0 | 0 | 44.6 | 1 |
| 440 | 3/16/13 | 2013 | No Holiday | 1 | 0 | 48.2 | 1 |
| 441 | 3/17/13 | 2013 | No Holiday | 1 | 0 | 42.8 | 1 |
| 442 | 3/18/13 | 2013 | No Holiday | 0 | 0 | 35.6 | 1 |
| 443 | 3/19/13 | 2013 | No Holiday | 0 | 0 | 37.4 | 1 |
| 444 | 3/20/13 | 2013 | No Holiday | 0 | 0 | 44.6 | 1 |
| 445 | 3/21/13 | 2013 | No Holiday | 0 | 0 | 46.4 | 1 |
| 446 | 3/22/13 | 2013 | No Holiday | 0 | 0 | 41.0 | 1 |
| 447 | 3/23/13 | 2013 | No Holiday | 1 | 0 | 44.6 | 1 |
| 448 | 3/24/13 | 2013 | No Holiday | 1 | 0 | 44.6 | 1 |
| 449 | 3/25/13 | 2013 | No Holiday | 0 | 0 | 46.4 | 1 |
| 450 | 3/26/13 | 2013 | No Holiday | 0 | 0 | 32.0 | 1 |
| 451 | 3/27/13 | 2013 | No Holiday | 0 | 0 | 55.4 | 1 |
| 452 | 3/28/13 | 2013 | No Holiday | 0 | 0 | 59.0 | 1 |
| 453 | 3/29/13 | 2013 | No Holiday | 0 | 0 | 53.6 | 1 |
| 454 | 3/30/13 | 2013 | No Holiday | 1 | 0 | 46.4 | 1 |
| 455 | 3/31/13 | 2013 | No Holiday | 1 | 0 | 48.2 | 1 |
| 456 | 4/1/13 | 2013 | No Holiday | 0 | 0 | 46.4 | 1 |
| 457 | 4/2/13 | 2013 | Qing Ming Festival | 0 | 0 | 46.4 | 1 |
| 458 | 4/3/13 | 2013 | Qing Ming Festival | 0 | 0 | 51.8 | 1 |
| 459 | 4/4/13 | 2013 | Qing Ming Festival | 0 | 0 | 55.4 | 1 |
| 460 | 4/5/13 | 2013 | No Holiday | 0 | 0 | 50.0 | 1 |
| 461 | 4/6/13 | 2013 | No Holiday | 1 | 0 | 55.4 | 1 |
| 462 | 4/7/13 | 2013 | No Holiday | 1 | 0 | 62.6 | 1 |
| 463 | 4/8/13 | 2013 | No Holiday | 0 | 0 | 59.0 | 1 |
| 464 | 4/9/13 | 2013 | No Holiday | 0 | 0 | 66.2 | 1 |
| 465 | 4/10/13 | 2013 | No Holiday | 0 | 0 | 59.0 | 1 |
| 466 | 4/11/13 | 2013 | No Holiday | 0 | 0 | 57.2 | 1 |
| 467 | 4/12/13 | 2013 | No Holiday | 0 | 0 | 60.8 | 1 |
| 468 | 4/13/13 | 2013 | No Holiday | 1 | 0 | 64.4 | 1 |
| 469 | 4/14/13 | 2013 | No Holiday | 1 | 0 | 69.8 | 1 |
| 470 | 4/15/13 | 2013 | No Holiday | 0 | 0 | 64.4 | 1 |
| 471 | 4/16/13 | 2013 | No Holiday | 0 | 0 | 60.8 | 1 |
| 472 | 4/17/13 | 2013 | No Holiday | 0 | 0 | 69.8 | 1 |
| 473 | 4/18/13 | 2013 | No Holiday | 0 | 0 | 66.2 | 1 |
| 474 | 4/19/13 | 2013 | No Holiday | 0 | 0 | 62.6 | 1 |
| 475 | 4/20/13 | 2013 | No Holiday | 1 | 0 | 62.6 | 1 |
| 476 | 4/21/13 | 2013 | No Holiday | 1 | 0 | 57.2 | 1 |
| 477 | 4/22/13 | 2013 | No Holiday | 0 | 0 | 32.0 | 1 |
| 478 | 4/23/13 | 2013 | No Holiday | 0 | 0 | 66.2 | 1 |
| 479 | 4/24/13 | 2013 | No Holiday | 0 | 0 | 59.0 | 1 |
| 480 | 4/25/13 | 2013 | No Holiday | 0 | 0 | 55.4 | 1 |
| 481 | 4/26/13 | 2013 | No Holiday | 0 | 0 | 64.4 | 1 |
| 482 | 4/27/13 | 2013 | No Holiday | 1 | 0 | 62.6 | 1 |
| 483 | 4/28/13 | 2013 | No Holiday | 1 | 0 | 60.8 | 1 |
| 484 | 4/29/13 | 2013 | Labor Day | 0 | 0 | 60.8 | 1 |
| 485 | 4/30/13 | 2013 | Labor Day | 0 | 0 | 68.0 | 1 |
| 486 | 5/1/13 | 2013 | Labor Day | 0 | 0 | 64.4 | 1 |
| 487 | 5/2/13 | 2013 | No Holiday | 0 | 0 | 73.4 | 1 |
| 488 | 5/3/13 | 2013 | No Holiday | 0 | 0 | 75.2 | 1 |
| 489 | 5/4/13 | 2013 | No Holiday | 1 | 0 | 75.2 | 1 |
| 490 | 5/5/13 | 2013 | No Holiday | 1 | 0 | 73.4 | 1 |
| 491 | 5/6/13 | 2013 | No Holiday | 0 | 0 | 75.2 | 1 |
| 492 | 5/7/13 | 2013 | No Holiday | 0 | 0 | 32.0 | 1 |
| 493 | 5/8/13 | 2013 | No Holiday | 0 | 0 | 73.4 | 1 |
| 494 | 5/9/13 | 2013 | No Holiday | 0 | 0 | 73.4 | 1 |
| 495 | 5/10/13 | 2013 | No Holiday | 0 | 0 | 75.2 | 1 |
| 496 | 5/11/13 | 2013 | No Holiday | 1 | 0 | 66.2 | 1 |
| 497 | 5/12/13 | 2013 | No Holiday | 1 | 0 | 64.4 | 1 |
| 498 | 5/13/13 | 2013 | No Holiday | 0 | 0 | 68.0 | 1 |
| 499 | 5/14/13 | 2013 | No Holiday | 0 | 0 | 66.2 | 1 |
| 500 | 5/15/13 | 2013 | No Holiday | 0 | 0 | 68.0 | 1 |
| 501 | 5/16/13 | 2013 | No Holiday | 0 | 0 | 69.8 | 1 |
| 502 | 5/17/13 | 2013 | No Holiday | 0 | 0 | 73.4 | 1 |
| 503 | 5/18/13 | 2013 | No Holiday | 1 | 0 | 77.0 | 1 |
| 504 | 5/19/13 | 2013 | No Holiday | 1 | 0 | 75.2 | 1 |
| 505 | 5/20/13 | 2013 | No Holiday | 0 | 0 | 71.6 | 1 |
| 506 | 5/21/13 | 2013 | No Holiday | 0 | 0 | 75.2 | 1 |
| 507 | 5/22/13 | 2013 | No Holiday | 0 | 0 | 71.6 | 1 |
| 508 | 5/23/13 | 2013 | No Holiday | 0 | 0 | 73.4 | 1 |
| 509 | 5/24/13 | 2013 | No Holiday | 0 | 0 | 71.6 | 1 |
| 510 | 5/25/13 | 2013 | No Holiday | 1 | 0 | 69.8 | 1 |
| 511 | 5/26/13 | 2013 | No Holiday | 1 | 0 | 78.8 | 1 |
| 512 | 5/27/13 | 2013 | No Holiday | 0 | 0 | 80.6 | 1 |
| 513 | 5/28/13 | 2013 | No Holiday | 0 | 0 | 80.6 | 1 |
| 514 | 5/29/13 | 2013 | No Holiday | 0 | 0 | 69.8 | 1 |
| 515 | 5/30/13 | 2013 | No Holiday | 0 | 0 | 68.0 | 1 |
| 516 | 5/31/13 | 2013 | No Holiday | 0 | 0 | 71.6 | 1 |
| 517 | 6/1/13 | 2013 | No Holiday | 1 | 0 | 68.0 | 1 |
| 518 | 6/2/13 | 2013 | No Holiday | 1 | 0 | 71.6 | 1 |
| 519 | 6/3/13 | 2013 | No Holiday | 0 | 0 | 68.0 | 1 |
| 520 | 6/4/13 | 2013 | No Holiday | 0 | 0 | 77.0 | 1 |
| 521 | 6/5/13 | 2013 | No Holiday | 0 | 0 | 78.8 | 1 |
| 522 | 6/6/13 | 2013 | No Holiday | 0 | 0 | 77.0 | 1 |
| 523 | 6/7/13 | 2013 | No Holiday | 0 | 1 | 78.8 | 1 |
| 524 | 6/8/13 | 2013 | No Holiday | 1 | 1 | 80.6 | 1 |
| 525 | 6/9/13 | 2013 | No Holiday | 1 | 0 | 77.0 | 1 |
| 526 | 6/10/13 | 2013 | No Holiday | 0 | 0 | 71.6 | 1 |
| 527 | 6/11/13 | 2013 | No Holiday | 0 | 0 | 77.0 | 1 |
| 528 | 6/12/13 | 2013 | No Holiday | 0 | 0 | 73.4 | 1 |
| 529 | 6/13/13 | 2013 | No Holiday | 0 | 0 | 69.8 | 1 |
| 530 | 6/14/13 | 2013 | No Holiday | 0 | 0 | 71.6 | 1 |
| 531 | 6/15/13 | 2013 | No Holiday | 1 | 0 | 73.4 | 1 |
| 532 | 6/16/13 | 2013 | No Holiday | 1 | 0 | 82.4 | 1 |
| 533 | 6/17/13 | 2013 | No Holiday | 0 | 0 | 87.8 | 1 |
| 534 | 6/18/13 | 2013 | No Holiday | 0 | 0 | 86.0 | 1 |
| 535 | 6/19/13 | 2013 | No Holiday | 0 | 0 | 82.4 | 1 |
| 536 | 6/20/13 | 2013 | No Holiday | 0 | 0 | 80.6 | 1 |
| 537 | 6/21/13 | 2013 | No Holiday | 0 | 0 | 80.6 | 1 |
| 538 | 6/22/13 | 2013 | Dragon Boat Festivel | 1 | 0 | 78.8 | 1 |
| 539 | 6/23/13 | 2013 | Dragon Boat Festivel | 1 | 0 | 78.8 | 1 |
| 540 | 6/24/13 | 2013 | Dragon Boat Festivel | 0 | 0 | 73.4 | 1 |
| 541 | 6/25/13 | 2013 | No Holiday | 0 | 0 | 77.0 | 1 |
| 542 | 6/26/13 | 2013 | No Holiday | 0 | 0 | 75.2 | 1 |
| 543 | 6/27/13 | 2013 | No Holiday | 0 | 0 | 75.2 | 1 |
| 544 | 6/28/13 | 2013 | No Holiday | 0 | 0 | 71.6 | 1 |
| 545 | 6/29/13 | 2013 | No Holiday | 1 | 0 | 71.6 | 1 |
| 546 | 6/30/13 | 2013 | No Holiday | 1 | 1 | 80.6 | 1 |
| 547 | 7/1/13 | 2013 | No Holiday | 0 | 1 | 84.2 | 1 |
| 548 | 7/2/13 | 2013 | No Holiday | 0 | 1 | 84.2 | 1 |
| 549 | 7/3/13 | 2013 | No Holiday | 0 | 1 | 84.2 | 1 |
| 550 | 7/4/13 | 2013 | No Holiday | 0 | 1 | 78.8 | 1 |
| 551 | 7/5/13 | 2013 | No Holiday | 0 | 1 | 78.8 | 1 |
| 552 | 7/6/13 | 2013 | No Holiday | 1 | 1 | 80.6 | 1 |
| 553 | 7/7/13 | 2013 | No Holiday | 1 | 1 | 77.0 | 1 |
| 554 | 7/8/13 | 2013 | No Holiday | 0 | 1 | 80.6 | 1 |
| 555 | 7/9/13 | 2013 | No Holiday | 0 | 1 | 78.8 | 1 |
| 556 | 7/10/13 | 2013 | No Holiday | 0 | 1 | 80.6 | 1 |
| 557 | 7/11/13 | 2013 | No Holiday | 0 | 1 | 82.4 | 1 |
| 558 | 7/12/13 | 2013 | No Holiday | 0 | 1 | 80.6 | 1 |
| 559 | 7/13/13 | 2013 | No Holiday | 1 | 1 | 78.8 | 1 |
| 560 | 7/14/13 | 2013 | No Holiday | 1 | 1 | 78.8 | 1 |
| 561 | 7/15/13 | 2013 | No Holiday | 0 | 1 | 80.6 | 1 |
| 562 | 7/16/13 | 2013 | No Holiday | 0 | 1 | 82.4 | 1 |
| 563 | 7/17/13 | 2013 | No Holiday | 0 | 1 | 82.4 | 1 |
| 564 | 7/18/13 | 2013 | No Holiday | 0 | 1 | 80.6 | 1 |
| 565 | 7/19/13 | 2013 | No Holiday | 0 | 1 | 82.4 | 1 |
| 566 | 7/20/13 | 2013 | No Holiday | 1 | 1 | 84.2 | 1 |
| 567 | 7/21/13 | 2013 | No Holiday | 1 | 1 | 78.8 | 1 |
| 568 | 7/22/13 | 2013 | No Holiday | 0 | 1 | 80.6 | 1 |
| 569 | 7/23/13 | 2013 | No Holiday | 0 | 1 | 82.4 | 1 |
| 570 | 7/24/13 | 2013 | No Holiday | 0 | 1 | 80.6 | 1 |
| 571 | 7/25/13 | 2013 | No Holiday | 0 | 1 | 78.8 | 1 |
| 572 | 7/26/13 | 2013 | No Holiday | 0 | 1 | 78.8 | 1 |
| 573 | 7/27/13 | 2013 | No Holiday | 1 | 1 | 78.8 | 1 |
| 574 | 7/28/13 | 2013 | No Holiday | 1 | 1 | 77.0 | 1 |
| 575 | 7/29/13 | 2013 | No Holiday | 0 | 1 | 82.4 | 1 |
| 576 | 7/30/13 | 2013 | No Holiday | 0 | 1 | 78.8 | 1 |
| 577 | 7/31/13 | 2013 | No Holiday | 0 | 1 | 71.6 | 1 |
| 578 | 8/1/13 | 2013 | No Holiday | 0 | 1 | 71.6 | 1 |
| 579 | 8/2/13 | 2013 | No Holiday | 0 | 1 | 78.8 | 0 |
| 580 | 8/3/13 | 2013 | No Holiday | 1 | 1 | 77.0 | 0 |
| 581 | 8/4/13 | 2013 | No Holiday | 1 | 1 | 80.6 | 1 |
| 582 | 8/5/13 | 2013 | No Holiday | 0 | 1 | 80.6 | 1 |
| 583 | 8/6/13 | 2013 | No Holiday | 0 | 1 | 82.4 | 1 |
| 584 | 8/7/13 | 2013 | No Holiday | 0 | 1 | 82.4 | 1 |
| 585 | 8/8/13 | 2013 | No Holiday | 0 | 1 | 78.8 | 0 |
| 586 | 8/9/13 | 2013 | No Holiday | 0 | 1 | 82.4 | 0 |
| 587 | 8/10/13 | 2013 | No Holiday | 1 | 1 | 82.4 | 1 |
| 588 | 8/11/13 | 2013 | No Holiday | 1 | 1 | 78.8 | 1 |
| 589 | 8/12/13 | 2013 | No Holiday | 0 | 1 | 75.2 | 1 |
| 590 | 8/13/13 | 2013 | No Holiday | 0 | 1 | 78.8 | 1 |
| 591 | 8/14/13 | 2013 | No Holiday | 0 | 1 | 73.4 | 1 |
| 592 | 8/15/13 | 2013 | No Holiday | 0 | 1 | 77.0 | 1 |
| 593 | 8/16/13 | 2013 | No Holiday | 0 | 1 | 78.8 | 1 |
| 594 | 8/17/13 | 2013 | No Holiday | 1 | 1 | 77.0 | 1 |
| 595 | 8/18/13 | 2013 | No Holiday | 1 | 1 | 77.0 | 1 |
| 596 | 8/19/13 | 2013 | No Holiday | 0 | 1 | 78.8 | 1 |
| 597 | 8/20/13 | 2013 | No Holiday | 0 | 1 | 77.0 | 1 |
| 598 | 8/21/13 | 2013 | No Holiday | 0 | 1 | 73.4 | 1 |
| 599 | 8/22/13 | 2013 | No Holiday | 0 | 1 | 71.6 | 1 |
| 600 | 8/23/13 | 2013 | No Holiday | 0 | 1 | 75.2 | 1 |
| 601 | 8/24/13 | 2013 | No Holiday | 1 | 1 | 73.4 | 1 |
| 602 | 8/25/13 | 2013 | No Holiday | 1 | 1 | 75.2 | 1 |
| 603 | 8/26/13 | 2013 | No Holiday | 0 | 1 | 77.0 | 1 |
| 604 | 8/27/13 | 2013 | No Holiday | 0 | 1 | 75.2 | 1 |
| 605 | 8/28/13 | 2013 | No Holiday | 0 | 1 | 80.6 | 0 |
| 606 | 8/29/13 | 2013 | No Holiday | 0 | 1 | 82.4 | 0 |
| 607 | 8/30/13 | 2013 | No Holiday | 0 | 1 | 84.2 | 0 |
| 608 | 8/31/13 | 2013 | No Holiday | 1 | 1 | 80.6 | 1 |
| 609 | 9/1/13 | 2013 | No Holiday | 1 | 0 | 75.2 | 1 |
| 610 | 9/2/13 | 2013 | No Holiday | 0 | 0 | 69.8 | 1 |
| 611 | 9/3/13 | 2013 | No Holiday | 0 | 0 | 68.0 | 1 |
| 612 | 9/4/13 | 2013 | No Holiday | 0 | 0 | 68.0 | 1 |
| 613 | 9/5/13 | 2013 | No Holiday | 0 | 0 | 69.8 | 1 |
| 614 | 9/6/13 | 2013 | No Holiday | 0 | 0 | 68.0 | 1 |
| 615 | 9/7/13 | 2013 | No Holiday | 1 | 0 | 69.8 | 1 |
| 616 | 9/8/13 | 2013 | No Holiday | 1 | 0 | 71.6 | 1 |
| 617 | 9/9/13 | 2013 | No Holiday | 0 | 0 | 75.2 | 1 |
| 618 | 9/10/13 | 2013 | No Holiday | 0 | 0 | 73.4 | 1 |
| 619 | 9/11/13 | 2013 | No Holiday | 0 | 0 | 69.8 | 1 |
| 620 | 9/12/13 | 2013 | No Holiday | 0 | 0 | 66.2 | 1 |
| 621 | 9/13/13 | 2013 | No Holiday | 0 | 0 | 62.6 | 1 |
| 622 | 9/14/13 | 2013 | No Holiday | 1 | 0 | 64.4 | 1 |
| 623 | 9/15/13 | 2013 | No Holiday | 1 | 0 | 66.2 | 1 |
| 624 | 9/16/13 | 2013 | No Holiday | 0 | 0 | 69.8 | 1 |
| 625 | 9/17/13 | 2013 | No Holiday | 0 | 0 | 69.8 | 1 |
| 626 | 9/18/13 | 2013 | No Holiday | 0 | 0 | 69.8 | 1 |
| 627 | 9/19/13 | 2013 | No Holiday | 0 | 0 | 69.8 | 1 |
| 628 | 9/20/13 | 2013 | No Holiday | 0 | 0 | 73.4 | 1 |
| 629 | 9/21/13 | 2013 | No Holiday | 1 | 0 | 68.0 | 1 |
| 630 | 9/22/13 | 2013 | No Holiday | 1 | 0 | 69.8 | 1 |
| 631 | 9/23/13 | 2013 | No Holiday | 0 | 0 | 71.6 | 1 |
| 632 | 9/24/13 | 2013 | No Holiday | 0 | 0 | 69.8 | 1 |
| 633 | 9/25/13 | 2013 | No Holiday | 0 | 0 | 64.4 | 1 |
| 634 | 9/26/13 | 2013 | No Holiday | 0 | 0 | 68.0 | 1 |
| 635 | 9/27/13 | 2013 | No Holiday | 0 | 0 | 64.4 | 1 |
| 636 | 9/28/13 | 2013 | No Holiday | 1 | 0 | 60.8 | 1 |
| 637 | 9/29/13 | 2013 | No Holiday | 1 | 0 | 62.6 | 1 |
| 638 | 9/30/13 | 2013 | Mid-Autumn Day | 0 | 0 | 64.4 | 1 |
| 639 | 10/1/13 | 2013 | National Day | 0 | 0 | 66.2 | 1 |
| 640 | 10/2/13 | 2013 | National Day | 0 | 0 | 68.0 | 1 |
| 641 | 10/3/13 | 2013 | National Day | 0 | 0 | 66.2 | 1 |
| 642 | 10/4/13 | 2013 | National Day | 0 | 0 | 66.2 | 1 |
| 643 | 10/5/13 | 2013 | National Day | 1 | 0 | 62.6 | 1 |
| 644 | 10/6/13 | 2013 | National Day | 1 | 0 | 64.4 | 1 |
| 645 | 10/7/13 | 2013 | National Day | 0 | 0 | 64.4 | 1 |
| 646 | 10/8/13 | 2013 | No Holiday | 0 | 0 | 66.2 | 1 |
| 647 | 10/9/13 | 2013 | No Holiday | 0 | 0 | 60.8 | 1 |
| 648 | 10/10/13 | 2013 | No Holiday | 0 | 0 | 59.0 | 1 |
| 649 | 10/11/13 | 2013 | No Holiday | 0 | 0 | 60.8 | 1 |
| 650 | 10/12/13 | 2013 | No Holiday | 1 | 0 | 64.4 | 1 |
| 651 | 10/13/13 | 2013 | No Holiday | 1 | 0 | 55.4 | 1 |
| 652 | 10/14/13 | 2013 | No Holiday | 0 | 0 | 55.4 | 1 |
| 653 | 10/15/13 | 2013 | No Holiday | 0 | 0 | 55.4 | 1 |
| 654 | 10/16/13 | 2013 | No Holiday | 0 | 0 | 51.8 | 1 |
| 655 | 10/17/13 | 2013 | No Holiday | 0 | 0 | 51.8 | 1 |
| 656 | 10/18/13 | 2013 | No Holiday | 0 | 0 | 55.4 | 1 |
| 657 | 10/19/13 | 2013 | No Holiday | 1 | 0 | 57.2 | 1 |
| 658 | 10/20/13 | 2013 | No Holiday | 1 | 0 | 59.0 | 1 |
| 659 | 10/21/13 | 2013 | No Holiday | 0 | 0 | 51.8 | 1 |
| 660 | 10/22/13 | 2013 | No Holiday | 0 | 0 | 50.0 | 1 |
| 661 | 10/23/13 | 2013 | No Holiday | 0 | 0 | 55.4 | 1 |
| 662 | 10/24/13 | 2013 | No Holiday | 0 | 0 | 57.2 | 1 |
| 663 | 10/25/13 | 2013 | No Holiday | 0 | 0 | 59.0 | 1 |
| 664 | 10/26/13 | 2013 | No Holiday | 1 | 0 | 57.2 | 1 |
| 665 | 10/27/13 | 2013 | No Holiday | 1 | 0 | 57.2 | 1 |
| 666 | 10/28/13 | 2013 | No Holiday | 0 | 0 | 53.6 | 1 |
| 667 | 10/29/13 | 2013 | No Holiday | 0 | 0 | 46.4 | 1 |
| 668 | 10/30/13 | 2013 | No Holiday | 0 | 0 | 44.6 | 1 |
| 669 | 10/31/13 | 2013 | No Holiday | 0 | 0 | 44.6 | 1 |
| 670 | 11/1/13 | 2013 | No Holiday | 0 | 0 | 48.2 | 1 |
| 671 | 11/2/13 | 2013 | No Holiday | 1 | 0 | 50.0 | 1 |
| 672 | 11/3/13 | 2013 | No Holiday | 1 | 0 | 41.0 | 1 |
| 673 | 11/4/13 | 2013 | No Holiday | 0 | 0 | 35.6 | 1 |
| 674 | 11/5/13 | 2013 | No Holiday | 0 | 0 | 39.2 | 1 |
| 675 | 11/6/13 | 2013 | No Holiday | 0 | 0 | 41.0 | 1 |
| 676 | 11/7/13 | 2013 | No Holiday | 0 | 0 | 41.0 | 1 |
| 677 | 11/8/13 | 2013 | No Holiday | 0 | 0 | 42.8 | 1 |
| 678 | 11/9/13 | 2013 | No Holiday | 1 | 0 | 42.8 | 1 |
| 679 | 11/10/13 | 2013 | No Holiday | 1 | 0 | 35.6 | 1 |
| 680 | 11/11/13 | 2013 | No Holiday | 0 | 0 | 35.6 | 1 |
| 681 | 11/12/13 | 2013 | No Holiday | 0 | 0 | 37.4 | 1 |
| 682 | 11/13/13 | 2013 | No Holiday | 0 | 0 | 35.6 | 1 |
| 683 | 11/14/13 | 2013 | No Holiday | 0 | 0 | 37.4 | 1 |
| 684 | 11/15/13 | 2013 | No Holiday | 0 | 0 | 39.2 | 1 |
| 685 | 11/16/13 | 2013 | No Holiday | 1 | 0 | 39.2 | 1 |
| 686 | 11/17/13 | 2013 | No Holiday | 1 | 0 | 39.2 | 1 |
| 687 | 11/18/13 | 2013 | No Holiday | 0 | 0 | 42.8 | 1 |
| 688 | 11/19/13 | 2013 | No Holiday | 0 | 0 | 39.2 | 1 |
| 689 | 11/20/13 | 2013 | No Holiday | 0 | 0 | 39.2 | 1 |
| 690 | 11/21/13 | 2013 | No Holiday | 0 | 0 | 41.0 | 1 |
| 691 | 11/22/13 | 2013 | No Holiday | 0 | 0 | 35.6 | 1 |
| 692 | 11/23/13 | 2013 | No Holiday | 1 | 0 | 32.0 | 1 |
| 693 | 11/24/13 | 2013 | No Holiday | 1 | 0 | 35.6 | 1 |
| 694 | 11/25/13 | 2013 | No Holiday | 0 | 0 | 37.4 | 1 |
| 695 | 11/26/13 | 2013 | No Holiday | 0 | 0 | 33.8 | 1 |
| 696 | 11/27/13 | 2013 | No Holiday | 0 | 0 | 35.6 | 1 |
| 697 | 11/28/13 | 2013 | No Holiday | 0 | 0 | 32.0 | 0 |
| 698 | 11/29/13 | 2013 | No Holiday | 0 | 0 | 32.0 | 1 |
| 699 | 11/30/13 | 2013 | No Holiday | 1 | 0 | 28.4 | 0 |
| 700 | 12/1/13 | 2013 | No Holiday | 1 | 0 | 28.4 | 0 |
| 701 | 12/2/13 | 2013 | No Holiday | 0 | 0 | 30.2 | 1 |
| 702 | 12/3/13 | 2013 | No Holiday | 0 | 0 | 28.4 | 0 |
| 703 | 12/4/13 | 2013 | No Holiday | 0 | 0 | 28.4 | 1 |
| 704 | 12/5/13 | 2013 | No Holiday | 0 | 0 | 23.0 | 0 |
| 705 | 12/6/13 | 2013 | No Holiday | 0 | 0 | 24.8 | 0 |
| 706 | 12/7/13 | 2013 | No Holiday | 1 | 0 | 23.0 | 0 |
| 707 | 12/8/13 | 2013 | No Holiday | 1 | 0 | 21.2 | 0 |
| 708 | 12/9/13 | 2013 | No Holiday | 0 | 0 | 26.6 | 0 |
| 709 | 12/10/13 | 2013 | No Holiday | 0 | 0 | 24.8 | 0 |
| 710 | 12/11/13 | 2013 | No Holiday | 0 | 0 | 26.6 | 0 |
| 711 | 12/12/13 | 2013 | No Holiday | 0 | 0 | 30.2 | 1 |
| 712 | 12/13/13 | 2013 | No Holiday | 0 | 0 | 30.2 | 1 |
| 713 | 12/14/13 | 2013 | No Holiday | 1 | 0 | 30.2 | 1 |
| 714 | 12/15/13 | 2013 | No Holiday | 1 | 0 | 32.0 | 1 |
| 715 | 12/16/13 | 2013 | No Holiday | 0 | 0 | 32.0 | 1 |
| 716 | 12/17/13 | 2013 | No Holiday | 0 | 0 | 23.0 | 0 |
| 717 | 12/18/13 | 2013 | No Holiday | 0 | 0 | 26.6 | 0 |
| 718 | 12/19/13 | 2013 | No Holiday | 0 | 0 | 26.6 | 0 |
| 719 | 12/20/13 | 2013 | No Holiday | 0 | 0 | 26.6 | 1 |
| 720 | 12/21/13 | 2013 | No Holiday | 1 | 0 | 24.8 | 0 |
| 721 | 12/22/13 | 2013 | No Holiday | 1 | 0 | 32.0 | 1 |
| 722 | 12/23/13 | 2013 | No Holiday | 0 | 0 | 14.0 | 0 |
| 723 | 12/24/13 | 2013 | No Holiday | 0 | 0 | 21.2 | 0 |
| 724 | 12/25/13 | 2013 | No Holiday | 0 | 0 | 21.2 | 0 |
| 725 | 12/26/13 | 2013 | No Holiday | 0 | 0 | 21.2 | 0 |
| 726 | 12/27/13 | 2013 | No Holiday | 0 | 0 | 21.2 | 0 |
| 727 | 12/28/13 | 2013 | No Holiday | 1 | 0 | 21.2 | 0 |
| 728 | 12/29/13 | 2013 | No Holiday | 1 | 0 | 21.2 | 0 |
| 729 | 12/30/13 | 2013 | No Holiday | 0 | 0 | 21.2 | 0 |
| 730 | 12/31/13 | 2013 | No Holiday | 0 | 0 | 21.2 | 0 |
| 731 | 1/1/14 | 2014 | New Year | 0 | 0 | 19.4 | 0 |
| 732 | 1/2/14 | 2014 | New Year | 0 | 0 | 14.0 | 0 |
| 733 | 1/3/14 | 2014 | New Year | 0 | 0 | 17.6 | 0 |
| 734 | 1/4/14 | 2014 | No Holiday | 1 | 0 | 21.2 | 0 |
| 735 | 1/5/14 | 2014 | No Holiday | 1 | 0 | 19.4 | 0 |
| 736 | 1/6/14 | 2014 | No Holiday | 0 | 0 | 21.2 | 0 |
| 737 | 1/7/14 | 2014 | No Holiday | 0 | 0 | 24.8 | 0 |
| 738 | 1/8/14 | 2014 | No Holiday | 0 | 0 | 21.2 | 0 |
| 739 | 1/9/14 | 2014 | No Holiday | 0 | 0 | 23.0 | 0 |
| 740 | 1/10/14 | 2014 | No Holiday | 0 | 0 | 24.8 | 0 |
| 741 | 1/11/14 | 2014 | No Holiday | 1 | 0 | 30.2 | 0 |
| 742 | 1/12/14 | 2014 | No Holiday | 1 | 0 | 28.4 | 0 |
| 743 | 1/13/14 | 2014 | No Holiday | 0 | 0 | 28.4 | 0 |
| 744 | 1/14/14 | 2014 | No Holiday | 0 | 0 | 28.4 | 1 |
| 745 | 1/15/14 | 2014 | No Holiday | 0 | 0 | 26.6 | 0 |
| 746 | 1/16/14 | 2014 | No Holiday | 0 | 0 | 24.8 | 0 |
| 747 | 1/17/14 | 2014 | No Holiday | 0 | 0 | 26.6 | 0 |
| 748 | 1/18/14 | 2014 | No Holiday | 1 | 0 | 28.4 | 0 |
| 749 | 1/19/14 | 2014 | No Holiday | 1 | 0 | 30.2 | 1 |
| 750 | 1/20/14 | 2014 | No Holiday | 0 | 0 | 24.8 | 0 |
| 751 | 1/21/14 | 2014 | No Holiday | 0 | 0 | 28.4 | 0 |
| 752 | 1/22/14 | 2014 | No Holiday | 0 | 0 | 28.4 | 0 |
| 753 | 1/23/14 | 2014 | No Holiday | 0 | 0 | 28.4 | 0 |
| 754 | 1/24/14 | 2014 | No Holiday | 0 | 0 | 26.6 | 0 |
| 755 | 1/25/14 | 2014 | No Holiday | 1 | 1 | 24.8 | 0 |
| 756 | 1/26/14 | 2014 | No Holiday | 1 | 1 | 26.6 | 0 |
| 757 | 1/27/14 | 2014 | No Holiday | 0 | 1 | 28.4 | 0 |
| 758 | 1/28/14 | 2014 | No Holiday | 0 | 1 | 32.0 | 1 |
| 759 | 1/29/14 | 2014 | No Holiday | 0 | 1 | 32.0 | 1 |
| 760 | 1/30/14 | 2014 | No Holiday | 0 | 1 | 30.2 | 1 |
| 761 | 1/31/14 | 2014 | No Holiday | 0 | 1 | 30.2 | 1 |
| 762 | 2/1/14 | 2014 | No Holiday | 1 | 1 | 28.4 | 0 |
| 763 | 2/2/14 | 2014 | No Holiday | 1 | 1 | 28.4 | 0 |
| 764 | 2/3/14 | 2014 | No Holiday | 0 | 1 | 28.4 | 1 |
| 765 | 2/4/14 | 2014 | No Holiday | 0 | 1 | 28.4 | 0 |
| 766 | 2/5/14 | 2014 | No Holiday | 0 | 1 | 28.4 | 0 |
| 767 | 2/6/14 | 2014 | No Holiday | 0 | 1 | 24.8 | 0 |
| 768 | 2/7/14 | 2014 | No Holiday | 0 | 1 | 19.4 | 0 |
| 769 | 2/8/14 | 2014 | No Holiday | 1 | 1 | 23.0 | 0 |
| 770 | 2/9/14 | 2014 | Luner New Year | 1 | 1 | 26.6 | 0 |
| 771 | 2/10/14 | 2014 | Luner New Year | 0 | 1 | 26.6 | 0 |
| 772 | 2/11/14 | 2014 | Luner New Year | 0 | 1 | 26.6 | 0 |
| 773 | 2/12/14 | 2014 | Luner New Year | 0 | 1 | 28.4 | 0 |
| 774 | 2/13/14 | 2014 | Luner New Year | 0 | 1 | 33.8 | 1 |
| 775 | 2/14/14 | 2014 | Luner New Year | 0 | 1 | 30.2 | 0 |
| 776 | 2/15/14 | 2014 | Luner New Year | 1 | 1 | 30.2 | 0 |
| 777 | 2/16/14 | 2014 | No Holiday | 1 | 1 | 32.0 | 1 |
| 778 | 2/17/14 | 2014 | No Holiday | 0 | 1 | 33.8 | 1 |
| 779 | 2/18/14 | 2014 | No Holiday | 0 | 1 | 28.4 | 0 |
| 780 | 2/19/14 | 2014 | No Holiday | 0 | 1 | 28.4 | 0 |
| 781 | 2/20/14 | 2014 | No Holiday | 0 | 0 | 30.2 | 0 |
| 782 | 2/21/14 | 2014 | No Holiday | 0 | 0 | 33.8 | 1 |
| 783 | 2/22/14 | 2014 | No Holiday | 1 | 0 | 33.8 | 1 |
| 784 | 2/23/14 | 2014 | No Holiday | 1 | 0 | 37.4 | 1 |
| 785 | 2/24/14 | 2014 | No Holiday | 0 | 0 | 33.8 | 1 |
| 786 | 2/25/14 | 2014 | No Holiday | 0 | 0 | 28.4 | 1 |
| 787 | 2/26/14 | 2014 | No Holiday | 0 | 0 | 37.4 | 1 |
| 788 | 2/27/14 | 2014 | No Holiday | 0 | 0 | 42.8 | 1 |
| 789 | 2/28/14 | 2014 | No Holiday | 0 | 0 | 41.0 | 1 |
| 790 | 3/1/14 | 2014 | No Holiday | 1 | 0 | 33.8 | 1 |
| 791 | 3/2/14 | 2014 | No Holiday | 1 | 0 | 33.8 | 1 |
| 792 | 3/3/14 | 2014 | No Holiday | 0 | 0 | 44.6 | 1 |
| 793 | 3/4/14 | 2014 | No Holiday | 0 | 0 | 46.4 | 1 |
| 794 | 3/5/14 | 2014 | No Holiday | 0 | 0 | 50.0 | 1 |
| 795 | 3/6/14 | 2014 | No Holiday | 0 | 0 | 46.4 | 1 |
| 796 | 3/7/14 | 2014 | No Holiday | 0 | 0 | 50.0 | 1 |
| 797 | 3/8/14 | 2014 | No Holiday | 1 | 0 | 53.6 | 1 |
| 798 | 3/9/14 | 2014 | No Holiday | 1 | 0 | 44.6 | 1 |
| 799 | 3/10/14 | 2014 | No Holiday | 0 | 0 | 39.2 | 1 |
| 800 | 3/11/14 | 2014 | No Holiday | 0 | 0 | 46.4 | 1 |
| 801 | 3/12/14 | 2014 | No Holiday | 0 | 0 | 39.2 | 1 |
| 802 | 3/13/14 | 2014 | No Holiday | 0 | 0 | 37.4 | 1 |
| 803 | 3/14/14 | 2014 | No Holiday | 0 | 0 | 41.0 | 1 |
| 804 | 3/15/14 | 2014 | No Holiday | 1 | 0 | 46.4 | 1 |
| 805 | 3/16/14 | 2014 | No Holiday | 1 | 0 | 48.2 | 1 |
| 806 | 3/17/14 | 2014 | No Holiday | 0 | 0 | 53.6 | 1 |
| 807 | 3/18/14 | 2014 | No Holiday | 0 | 0 | 42.8 | 1 |
| 808 | 3/19/14 | 2014 | No Holiday | 0 | 0 | 32.0 | 1 |
| 809 | 3/20/14 | 2014 | No Holiday | 0 | 0 | 39.2 | 1 |
| 810 | 3/21/14 | 2014 | No Holiday | 0 | 0 | 46.4 | 1 |
| 811 | 3/22/14 | 2014 | No Holiday | 1 | 0 | 42.8 | 1 |
| 812 | 3/23/14 | 2014 | No Holiday | 1 | 0 | 42.8 | 1 |
| 813 | 3/24/14 | 2014 | No Holiday | 0 | 0 | 39.2 | 1 |
| 814 | 3/25/14 | 2014 | No Holiday | 0 | 0 | 42.8 | 1 |
| 815 | 3/26/14 | 2014 | No Holiday | 0 | 0 | 48.2 | 1 |
| 816 | 3/27/14 | 2014 | No Holiday | 0 | 0 | 50.0 | 1 |
| 817 | 3/28/14 | 2014 | No Holiday | 0 | 0 | 41.0 | 1 |
| 818 | 3/29/14 | 2014 | No Holiday | 1 | 0 | 42.8 | 1 |
| 819 | 3/30/14 | 2014 | No Holiday | 1 | 0 | 42.8 | 1 |
| 820 | 3/31/14 | 2014 | No Holiday | 0 | 0 | 48.2 | 1 |
| 821 | 4/1/14 | 2014 | No Holiday | 0 | 0 | 46.4 | 1 |
| 822 | 4/2/14 | 2014 | No Holiday | 0 | 0 | 53.6 | 1 |
| 823 | 4/3/14 | 2014 | No Holiday | 0 | 0 | 50.0 | 1 |
| 824 | 4/4/14 | 2014 | Qing Ming Festival | 0 | 0 | 48.2 | 1 |
| 825 | 4/5/14 | 2014 | Qing Ming Festival | 1 | 0 | 44.6 | 1 |
| 826 | 4/6/14 | 2014 | Qing Ming Festival | 1 | 0 | 46.4 | 1 |
| 827 | 4/7/14 | 2014 | No Holiday | 0 | 0 | 50.0 | 1 |
| 828 | 4/8/14 | 2014 | No Holiday | 0 | 0 | 46.4 | 1 |
| 829 | 4/9/14 | 2014 | No Holiday | 0 | 0 | 46.4 | 1 |
| 830 | 4/10/14 | 2014 | No Holiday | 0 | 0 | 46.4 | 1 |
| 831 | 4/11/14 | 2014 | No Holiday | 0 | 0 | 48.2 | 1 |
| 832 | 4/12/14 | 2014 | No Holiday | 1 | 0 | 59.0 | 1 |
| 833 | 4/13/14 | 2014 | No Holiday | 1 | 0 | 57.2 | 1 |
| 834 | 4/14/14 | 2014 | No Holiday | 0 | 0 | 50.0 | 1 |
| 835 | 4/15/14 | 2014 | No Holiday | 0 | 0 | 55.4 | 1 |
| 836 | 4/16/14 | 2014 | No Holiday | 0 | 0 | 53.6 | 1 |
| 837 | 4/17/14 | 2014 | No Holiday | 0 | 0 | 55.4 | 1 |
| 838 | 4/18/14 | 2014 | No Holiday | 0 | 0 | 50.0 | 1 |
| 839 | 4/19/14 | 2014 | No Holiday | 1 | 0 | 41.0 | 1 |
| 840 | 4/20/14 | 2014 | No Holiday | 1 | 0 | 50.0 | 1 |
| 841 | 4/21/14 | 2014 | No Holiday | 0 | 0 | 53.6 | 1 |
| 842 | 4/22/14 | 2014 | No Holiday | 0 | 0 | 57.2 | 1 |
| 843 | 4/23/14 | 2014 | No Holiday | 0 | 0 | 53.6 | 1 |
| 844 | 4/24/14 | 2014 | No Holiday | 0 | 0 | 60.8 | 1 |
| 845 | 4/25/14 | 2014 | No Holiday | 0 | 0 | 59.0 | 1 |
| 846 | 4/26/14 | 2014 | No Holiday | 1 | 0 | 60.8 | 1 |
| 847 | 4/27/14 | 2014 | No Holiday | 1 | 0 | 60.8 | 1 |
| 848 | 4/28/14 | 2014 | No Holiday | 0 | 0 | 59.0 | 1 |
| 849 | 4/29/14 | 2014 | Labor Day | 0 | 0 | 68.0 | 1 |
| 850 | 4/30/14 | 2014 | Labor Day | 0 | 0 | 64.4 | 1 |
| 851 | 5/1/14 | 2014 | Labor Day | 0 | 0 | 64.4 | 1 |
| 852 | 5/2/14 | 2014 | No Holiday | 0 | 0 | 62.6 | 1 |
| 853 | 5/3/14 | 2014 | No Holiday | 1 | 0 | 62.6 | 1 |
| 854 | 5/4/14 | 2014 | No Holiday | 1 | 0 | 68.0 | 1 |
| 855 | 5/5/14 | 2014 | No Holiday | 0 | 0 | 73.4 | 1 |
| 856 | 5/6/14 | 2014 | No Holiday | 0 | 0 | 73.4 | 1 |
| 857 | 5/7/14 | 2014 | No Holiday | 0 | 0 | 73.4 | 1 |
| 858 | 5/8/14 | 2014 | No Holiday | 0 | 0 | 69.8 | 1 |
| 859 | 5/9/14 | 2014 | No Holiday | 0 | 0 | 64.4 | 1 |
| 860 | 5/10/14 | 2014 | No Holiday | 1 | 0 | 71.6 | 1 |
| 861 | 5/11/14 | 2014 | No Holiday | 1 | 0 | 75.2 | 1 |
| 862 | 5/12/14 | 2014 | No Holiday | 0 | 0 | 73.4 | 1 |
| 863 | 5/13/14 | 2014 | No Holiday | 0 | 0 | 73.4 | 1 |
| 864 | 5/14/14 | 2014 | No Holiday | 0 | 0 | 71.6 | 1 |
| 865 | 5/15/14 | 2014 | No Holiday | 0 | 0 | 71.6 | 1 |
| 866 | 5/16/14 | 2014 | No Holiday | 0 | 0 | 68.0 | 1 |
| 867 | 5/17/14 | 2014 | No Holiday | 1 | 0 | 69.8 | 1 |
| 868 | 5/18/14 | 2014 | No Holiday | 1 | 0 | 73.4 | 1 |
| 869 | 5/19/14 | 2014 | No Holiday | 0 | 0 | 68.0 | 1 |
| 870 | 5/20/14 | 2014 | No Holiday | 0 | 0 | 75.2 | 1 |
| 871 | 5/21/14 | 2014 | No Holiday | 0 | 0 | 75.2 | 1 |
| 872 | 5/22/14 | 2014 | No Holiday | 0 | 0 | 71.6 | 1 |
| 873 | 5/23/14 | 2014 | No Holiday | 0 | 0 | 75.2 | 1 |
| 874 | 5/24/14 | 2014 | No Holiday | 1 | 0 | 71.6 | 1 |
| 875 | 5/25/14 | 2014 | No Holiday | 1 | 0 | 71.6 | 1 |
| 876 | 5/26/14 | 2014 | No Holiday | 0 | 0 | 68.0 | 1 |
| 877 | 5/27/14 | 2014 | No Holiday | 0 | 0 | 69.8 | 1 |
| 878 | 5/28/14 | 2014 | No Holiday | 0 | 0 | 68.0 | 1 |
| 879 | 5/29/14 | 2014 | No Holiday | 0 | 0 | 71.6 | 1 |
| 880 | 5/30/14 | 2014 | No Holiday | 0 | 0 | 78.8 | 1 |
| 881 | 5/31/14 | 2014 | No Holiday | 1 | 0 | 77.0 | 1 |
| 882 | 6/1/14 | 2014 | No Holiday | 1 | 0 | 75.2 | 1 |
| 883 | 6/2/14 | 2014 | No Holiday | 0 | 0 | 73.4 | 1 |
| 884 | 6/3/14 | 2014 | No Holiday | 0 | 0 | 77.0 | 1 |
| 885 | 6/4/14 | 2014 | No Holiday | 0 | 0 | 73.4 | 1 |
| 886 | 6/5/14 | 2014 | No Holiday | 0 | 0 | 73.4 | 1 |
| 887 | 6/6/14 | 2014 | No Holiday | 0 | 0 | 69.8 | 1 |
| 888 | 6/7/14 | 2014 | No Holiday | 1 | 1 | 69.8 | 1 |
| 889 | 6/8/14 | 2014 | No Holiday | 1 | 1 | 68.0 | 1 |
| 890 | 6/9/14 | 2014 | No Holiday | 0 | 0 | 64.4 | 1 |
| 891 | 6/10/14 | 2014 | Dragon Boat Festivel | 0 | 0 | 68.0 | 1 |
| 892 | 6/11/14 | 2014 | Dragon Boat Festivel | 0 | 0 | 69.8 | 1 |
| 893 | 6/12/14 | 2014 | Dragon Boat Festivel | 0 | 0 | 73.4 | 1 |
| 894 | 6/13/14 | 2014 | No Holiday | 0 | 0 | 77.0 | 1 |
| 895 | 6/14/14 | 2014 | No Holiday | 1 | 0 | 77.0 | 1 |
| 896 | 6/15/14 | 2014 | No Holiday | 1 | 0 | 80.6 | 1 |
| 897 | 6/16/14 | 2014 | No Holiday | 0 | 0 | 75.2 | 1 |
| 898 | 6/17/14 | 2014 | No Holiday | 0 | 0 | 77.0 | 1 |
| 899 | 6/18/14 | 2014 | No Holiday | 0 | 0 | 80.6 | 1 |
| 900 | 6/19/14 | 2014 | No Holiday | 0 | 0 | 82.4 | 1 |
| 901 | 6/20/14 | 2014 | No Holiday | 0 | 0 | 80.6 | 1 |
| 902 | 6/21/14 | 2014 | No Holiday | 1 | 0 | 78.8 | 1 |
| 903 | 6/22/14 | 2014 | No Holiday | 1 | 0 | 71.6 | 1 |
| 904 | 6/23/14 | 2014 | No Holiday | 0 | 0 | 78.8 | 1 |
| 905 | 6/24/14 | 2014 | No Holiday | 0 | 0 | 78.8 | 1 |
| 906 | 6/25/14 | 2014 | No Holiday | 0 | 0 | 77.0 | 1 |
| 907 | 6/26/14 | 2014 | No Holiday | 0 | 0 | 77.0 | 1 |
| 908 | 6/27/14 | 2014 | No Holiday | 0 | 0 | 82.4 | 1 |
| 909 | 6/28/14 | 2014 | No Holiday | 1 | 1 | 80.6 | 1 |
| 910 | 6/29/14 | 2014 | No Holiday | 1 | 1 | 78.8 | 1 |
| 911 | 6/30/14 | 2014 | No Holiday | 0 | 1 | 77.0 | 1 |
| 912 | 7/1/14 | 2014 | No Holiday | 0 | 1 | 75.2 | 1 |
| 913 | 7/2/14 | 2014 | No Holiday | 0 | 1 | 82.4 | 1 |
| 914 | 7/3/14 | 2014 | No Holiday | 0 | 1 | 86.0 | 1 |
| 915 | 7/4/14 | 2014 | No Holiday | 0 | 1 | 84.2 | 1 |
| 916 | 7/5/14 | 2014 | No Holiday | 1 | 1 | 84.2 | 1 |
| 917 | 7/6/14 | 2014 | No Holiday | 1 | 1 | 86.0 | 1 |
| 918 | 7/7/14 | 2014 | No Holiday | 0 | 1 | 82.4 | 1 |
| 919 | 7/8/14 | 2014 | No Holiday | 0 | 1 | 78.8 | 1 |
| 920 | 7/9/14 | 2014 | No Holiday | 0 | 1 | 75.2 | 1 |
| 921 | 7/10/14 | 2014 | No Holiday | 0 | 1 | 75.2 | 1 |
| 922 | 7/11/14 | 2014 | No Holiday | 0 | 1 | 75.2 | 1 |
| 923 | 7/12/14 | 2014 | No Holiday | 1 | 1 | 78.8 | 1 |
| 924 | 7/13/14 | 2014 | No Holiday | 1 | 1 | 80.6 | 1 |
| 925 | 7/14/14 | 2014 | No Holiday | 0 | 1 | 78.8 | 1 |
| 926 | 7/15/14 | 2014 | No Holiday | 0 | 1 | 75.2 | 1 |
| 927 | 7/16/14 | 2014 | No Holiday | 0 | 1 | 80.6 | 1 |
| 928 | 7/17/14 | 2014 | No Holiday | 0 | 1 | 82.4 | 1 |
| 929 | 7/18/14 | 2014 | No Holiday | 0 | 1 | 77.0 | 1 |
| 930 | 7/19/14 | 2014 | No Holiday | 1 | 1 | 78.8 | 1 |
| 931 | 7/20/14 | 2014 | No Holiday | 1 | 1 | 80.6 | 1 |
| 932 | 7/21/14 | 2014 | No Holiday | 0 | 1 | 80.6 | 1 |
| 933 | 7/22/14 | 2014 | No Holiday | 0 | 1 | 80.6 | 1 |
| 934 | 7/23/14 | 2014 | No Holiday | 0 | 1 | 78.8 | 1 |
| 935 | 7/24/14 | 2014 | No Holiday | 0 | 1 | 86.0 | 1 |
| 936 | 7/25/14 | 2014 | No Holiday | 0 | 1 | 84.2 | 1 |
| 937 | 7/26/14 | 2014 | No Holiday | 1 | 1 | 78.8 | 1 |
| 938 | 7/27/14 | 2014 | No Holiday | 1 | 1 | 77.0 | 1 |
| 939 | 7/28/14 | 2014 | No Holiday | 0 | 1 | 87.8 | 1 |
| 940 | 7/29/14 | 2014 | No Holiday | 0 | 1 | 82.4 | 1 |
| 941 | 7/30/14 | 2014 | No Holiday | 0 | 1 | 80.6 | 1 |
| 942 | 7/31/14 | 2014 | No Holiday | 0 | 1 | 77.0 | 1 |
| 943 | 8/1/14 | 2014 | No Holiday | 0 | 1 | 78.8 | 1 |
| 944 | 8/2/14 | 2014 | No Holiday | 1 | 1 | 78.8 | 1 |
| 945 | 8/3/14 | 2014 | No Holiday | 1 | 1 | 82.4 | 1 |
| 946 | 8/4/14 | 2014 | No Holiday | 0 | 1 | 82.4 | 1 |
| 947 | 8/5/14 | 2014 | No Holiday | 0 | 1 | 78.8 | 1 |
| 948 | 8/6/14 | 2014 | No Holiday | 0 | 1 | 78.8 | 1 |
| 949 | 8/7/14 | 2014 | No Holiday | 0 | 1 | 84.2 | 1 |
| 950 | 8/8/14 | 2014 | No Holiday | 0 | 1 | 86.0 | 1 |
| 951 | 8/9/14 | 2014 | No Holiday | 1 | 1 | 84.2 | 1 |
| 952 | 8/10/14 | 2014 | No Holiday | 1 | 1 | 80.6 | 1 |
| 953 | 8/11/14 | 2014 | No Holiday | 0 | 1 | 78.8 | 1 |
| 954 | 8/12/14 | 2014 | No Holiday | 0 | 1 | 80.6 | 1 |
| 955 | 8/13/14 | 2014 | No Holiday | 0 | 1 | 82.4 | 1 |
| 956 | 8/14/14 | 2014 | No Holiday | 0 | 1 | 84.2 | 1 |
| 957 | 8/15/14 | 2014 | No Holiday | 0 | 1 | 84.2 | 1 |
| 958 | 8/16/14 | 2014 | No Holiday | 1 | 1 | 84.2 | 1 |
| 959 | 8/17/14 | 2014 | No Holiday | 1 | 1 | 86.0 | 1 |
| 960 | 8/18/14 | 2014 | No Holiday | 0 | 1 | 82.4 | 1 |
| 961 | 8/19/14 | 2014 | No Holiday | 0 | 1 | 82.4 | 1 |
| 962 | 8/20/14 | 2014 | No Holiday | 0 | 1 | 78.8 | 1 |
| 963 | 8/21/14 | 2014 | No Holiday | 0 | 1 | 77.0 | 1 |
| 964 | 8/22/14 | 2014 | No Holiday | 0 | 1 | 77.0 | 1 |
| 965 | 8/23/14 | 2014 | No Holiday | 1 | 1 | 80.6 | 1 |
| 966 | 8/24/14 | 2014 | No Holiday | 1 | 1 | 80.6 | 1 |
| 967 | 8/25/14 | 2014 | No Holiday | 0 | 1 | 80.6 | 1 |
| 968 | 8/26/14 | 2014 | No Holiday | 0 | 1 | 82.4 | 1 |
| 969 | 8/27/14 | 2014 | No Holiday | 0 | 1 | 77.0 | 1 |
| 970 | 8/28/14 | 2014 | No Holiday | 0 | 1 | 77.0 | 1 |
| 971 | 8/29/14 | 2014 | No Holiday | 0 | 1 | 73.4 | 1 |
| 972 | 8/30/14 | 2014 | No Holiday | 1 | 1 | 69.8 | 1 |
| 973 | 8/31/14 | 2014 | No Holiday | 1 | 1 | 73.4 | 1 |
| 974 | 9/1/14 | 2014 | No Holiday | 0 | 0 | 75.2 | 1 |
| 975 | 9/2/14 | 2014 | No Holiday | 0 | 0 | 71.6 | 1 |
| 976 | 9/3/14 | 2014 | No Holiday | 0 | 0 | 71.6 | 1 |
| 977 | 9/4/14 | 2014 | No Holiday | 0 | 0 | 68.0 | 1 |
| 978 | 9/5/14 | 2014 | No Holiday | 0 | 0 | 69.8 | 1 |
| 979 | 9/6/14 | 2014 | No Holiday | 1 | 0 | 71.6 | 1 |
| 980 | 9/7/14 | 2014 | No Holiday | 1 | 0 | 73.4 | 1 |
| 981 | 9/8/14 | 2014 | No Holiday | 0 | 0 | 71.6 | 1 |
| 982 | 9/9/14 | 2014 | No Holiday | 0 | 0 | 71.6 | 1 |
| 983 | 9/10/14 | 2014 | No Holiday | 0 | 0 | 71.6 | 1 |
| 984 | 9/11/14 | 2014 | No Holiday | 0 | 0 | 73.4 | 1 |
| 985 | 9/12/14 | 2014 | No Holiday | 0 | 0 | 73.4 | 1 |
| 986 | 9/13/14 | 2014 | No Holiday | 1 | 0 | 73.4 | 1 |
| 987 | 9/14/14 | 2014 | No Holiday | 1 | 0 | 73.4 | 1 |
| 988 | 9/15/14 | 2014 | No Holiday | 0 | 0 | 71.6 | 1 |
| 989 | 9/16/14 | 2014 | No Holiday | 0 | 0 | 69.8 | 1 |
| 990 | 9/17/14 | 2014 | No Holiday | 0 | 0 | 69.8 | 1 |
| 991 | 9/18/14 | 2014 | No Holiday | 0 | 0 | 69.8 | 1 |
| 992 | 9/19/14 | 2014 | Mid-Autumn Day | 0 | 0 | 69.8 | 1 |
| 993 | 9/20/14 | 2014 | Mid-Autumn Day | 1 | 0 | 71.6 | 1 |
| 994 | 9/21/14 | 2014 | Mid-Autumn Day | 1 | 0 | 71.6 | 1 |
| 995 | 9/22/14 | 2014 | No Holiday | 0 | 0 | 69.8 | 1 |
| 996 | 9/23/14 | 2014 | No Holiday | 0 | 0 | 62.6 | 1 |
| 997 | 9/24/14 | 2014 | No Holiday | 0 | 0 | 60.8 | 1 |
| 998 | 9/25/14 | 2014 | No Holiday | 0 | 0 | 62.6 | 1 |
| 999 | 9/26/14 | 2014 | No Holiday | 0 | 0 | 66.2 | 1 |
| 1000 | 9/27/14 | 2014 | No Holiday | 1 | 0 | 66.2 | 1 |
| 1001 | 9/28/14 | 2014 | No Holiday | 1 | 0 | 64.4 | 1 |
| 1002 | 9/29/14 | 2014 | No Holiday | 0 | 0 | 64.4 | 1 |
| 1003 | 9/30/14 | 2014 | No Holiday | 0 | 0 | 66.2 | 1 |
| 1004 | 10/1/14 | 2014 | National Day | 0 | 0 | 59.0 | 1 |
| 1005 | 10/2/14 | 2014 | National Day | 0 | 0 | 62.6 | 1 |
| 1006 | 10/3/14 | 2014 | National Day | 0 | 0 | 60.8 | 1 |
| 1007 | 10/4/14 | 2014 | National Day | 1 | 0 | 64.4 | 1 |
| 1008 | 10/5/14 | 2014 | National Day | 1 | 0 | 64.4 | 1 |
| 1009 | 10/6/14 | 2014 | National Day | 0 | 0 | 62.6 | 1 |
| 1010 | 10/7/14 | 2014 | National Day | 0 | 0 | 64.4 | 0 |
| 1011 | 10/8/14 | 2014 | No Holiday | 0 | 0 | 62.6 | 0 |
| 1012 | 10/9/14 | 2014 | No Holiday | 0 | 0 | 66.2 | 1 |
| 1013 | 10/10/14 | 2014 | No Holiday | 0 | 0 | 60.8 | 1 |
| 1014 | 10/11/14 | 2014 | No Holiday | 1 | 0 | 62.6 | 1 |
| 1015 | 10/12/14 | 2014 | No Holiday | 1 | 0 | 64.4 | 1 |
| 1016 | 10/13/14 | 2014 | No Holiday | 0 | 0 | 59.0 | 1 |
| 1017 | 10/14/14 | 2014 | No Holiday | 0 | 0 | 48.2 | 1 |
| 1018 | 10/15/14 | 2014 | No Holiday | 0 | 0 | 48.2 | 1 |
| 1019 | 10/16/14 | 2014 | No Holiday | 0 | 0 | 53.6 | 1 |
| 1020 | 10/17/14 | 2014 | No Holiday | 0 | 0 | 55.4 | 1 |
| 1021 | 10/18/14 | 2014 | No Holiday | 1 | 0 | 55.4 | 1 |
| 1022 | 10/19/14 | 2014 | No Holiday | 1 | 0 | 51.8 | 1 |
| 1023 | 10/20/14 | 2014 | No Holiday | 0 | 0 | 55.4 | 1 |
| 1024 | 10/21/14 | 2014 | No Holiday | 0 | 0 | 53.6 | 1 |
| 1025 | 10/22/14 | 2014 | No Holiday | 0 | 0 | 50.0 | 1 |
| 1026 | 10/23/14 | 2014 | No Holiday | 0 | 0 | 48.2 | 1 |
| 1027 | 10/24/14 | 2014 | No Holiday | 0 | 0 | 50.0 | 1 |
| 1028 | 10/25/14 | 2014 | No Holiday | 1 | 0 | 51.8 | 1 |
| 1029 | 10/26/14 | 2014 | No Holiday | 1 | 0 | 53.6 | 1 |
| 1030 | 10/27/14 | 2014 | No Holiday | 0 | 0 | 53.6 | 1 |
| 1031 | 10/28/14 | 2014 | No Holiday | 0 | 0 | 51.8 | 1 |
| 1032 | 10/29/14 | 2014 | No Holiday | 0 | 0 | 48.2 | 1 |
| 1033 | 10/30/14 | 2014 | No Holiday | 0 | 0 | 50.0 | 1 |
| 1034 | 10/31/14 | 2014 | No Holiday | 0 | 0 | 48.2 | 1 |
| 1035 | 11/1/14 | 2014 | No Holiday | 1 | 0 | 46.4 | 1 |
| 1036 | 11/2/14 | 2014 | No Holiday | 1 | 0 | 51.8 | 1 |
| 1037 | 11/3/14 | 2014 | No Holiday | 0 | 0 | 50.0 | 1 |
| 1038 | 11/4/14 | 2014 | No Holiday | 0 | 0 | 51.8 | 1 |
| 1039 | 11/5/14 | 2014 | No Holiday | 0 | 0 | 50.0 | 1 |
| 1040 | 11/6/14 | 2014 | No Holiday | 0 | 0 | 50.0 | 1 |
| 1041 | 11/7/14 | 2014 | No Holiday | 0 | 0 | 48.2 | 1 |
| 1042 | 11/8/14 | 2014 | No Holiday | 1 | 0 | 48.2 | 1 |
| 1043 | 11/9/14 | 2014 | No Holiday | 1 | 0 | 46.4 | 1 |
| 1044 | 11/10/14 | 2014 | No Holiday | 0 | 0 | 42.8 | 1 |
| 1045 | 11/11/14 | 2014 | No Holiday | 0 | 0 | 44.6 | 1 |
| 1046 | 11/12/14 | 2014 | No Holiday | 0 | 0 | 44.6 | 1 |
| 1047 | 11/13/14 | 2014 | No Holiday | 0 | 0 | 46.4 | 1 |
| 1048 | 11/14/14 | 2014 | No Holiday | 0 | 0 | 44.6 | 1 |
| 1049 | 11/15/14 | 2014 | No Holiday | 1 | 0 | 48.2 | 1 |
| 1050 | 11/16/14 | 2014 | No Holiday | 1 | 0 | 42.8 | 1 |
| 1051 | 11/17/14 | 2014 | No Holiday | 0 | 0 | 39.2 | 1 |
| 1052 | 11/18/14 | 2014 | No Holiday | 0 | 0 | 39.2 | 1 |
| 1053 | 11/19/14 | 2014 | No Holiday | 0 | 0 | 39.2 | 1 |
| 1054 | 11/20/14 | 2014 | No Holiday | 0 | 0 | 39.2 | 1 |
| 1055 | 11/21/14 | 2014 | No Holiday | 0 | 0 | 39.2 | 1 |
| 1056 | 11/22/14 | 2014 | No Holiday | 1 | 0 | 41.0 | 1 |
| 1057 | 11/23/14 | 2014 | No Holiday | 1 | 0 | 44.6 | 1 |
| 1058 | 11/24/14 | 2014 | No Holiday | 0 | 0 | 39.2 | 1 |
| 1059 | 11/25/14 | 2014 | No Holiday | 0 | 0 | 35.6 | 1 |
| 1060 | 11/26/14 | 2014 | No Holiday | 0 | 0 | 33.8 | 1 |
| 1061 | 11/27/14 | 2014 | No Holiday | 0 | 0 | 28.4 | 1 |
| 1062 | 11/28/14 | 2014 | No Holiday | 0 | 0 | 33.8 | 1 |
| 1063 | 11/29/14 | 2014 | No Holiday | 1 | 0 | 41.0 | 1 |
| 1064 | 11/30/14 | 2014 | No Holiday | 1 | 0 | 37.4 | 1 |
| 1065 | 12/1/14 | 2014 | No Holiday | 0 | 0 | 39.2 | 1 |
| 1066 | 12/2/14 | 2014 | No Holiday | 0 | 0 | 41.0 | 1 |
| 1067 | 12/3/14 | 2014 | No Holiday | 0 | 0 | 42.8 | 1 |
| 1068 | 12/4/14 | 2014 | No Holiday | 0 | 0 | 42.8 | 1 |
| 1069 | 12/5/14 | 2014 | No Holiday | 0 | 0 | 39.2 | 1 |
| 1070 | 12/6/14 | 2014 | No Holiday | 1 | 0 | 39.2 | 1 |
| 1071 | 12/7/14 | 2014 | No Holiday | 1 | 0 | 39.2 | 1 |
| 1072 | 12/8/14 | 2014 | No Holiday | 0 | 0 | 39.2 | 1 |
| 1073 | 12/9/14 | 2014 | No Holiday | 0 | 0 | 33.8 | 1 |
| 1074 | 12/10/14 | 2014 | No Holiday | 0 | 0 | 33.8 | 1 |
| 1075 | 12/11/14 | 2014 | No Holiday | 0 | 0 | 33.8 | 1 |
| 1076 | 12/12/14 | 2014 | No Holiday | 0 | 0 | 30.2 | 0 |
| 1077 | 12/13/14 | 2014 | No Holiday | 1 | 0 | 32.0 | 1 |
| 1078 | 12/14/14 | 2014 | No Holiday | 1 | 0 | 32.0 | 0 |
| 1079 | 12/15/14 | 2014 | No Holiday | 0 | 0 | 32.0 | 1 |
| 1080 | 12/16/14 | 2014 | No Holiday | 0 | 0 | 30.2 | 1 |
| 1081 | 12/17/14 | 2014 | No Holiday | 0 | 0 | 28.4 | 0 |
| 1082 | 12/18/14 | 2014 | No Holiday | 0 | 0 | 28.4 | 0 |
| 1083 | 12/19/14 | 2014 | No Holiday | 0 | 0 | 26.6 | 0 |
| 1084 | 12/20/14 | 2014 | No Holiday | 1 | 0 | 28.4 | 0 |
| 1085 | 12/21/14 | 2014 | No Holiday | 1 | 0 | 28.4 | 0 |
| 1086 | 12/22/14 | 2014 | No Holiday | 0 | 0 | 30.2 | 0 |
| 1087 | 12/23/14 | 2014 | No Holiday | 0 | 0 | 30.2 | 0 |
| 1088 | 12/24/14 | 2014 | No Holiday | 0 | 0 | 30.2 | 0 |
| 1089 | 12/25/14 | 2014 | No Holiday | 0 | 0 | 32.0 | 1 |
| 1090 | 12/26/14 | 2014 | No Holiday | 0 | 0 | 26.6 | 0 |
| 1091 | 12/27/14 | 2014 | No Holiday | 1 | 0 | 28.4 | 0 |
| 1092 | 12/28/14 | 2014 | No Holiday | 1 | 0 | 28.4 | 0 |
| 1093 | 12/29/14 | 2014 | No Holiday | 0 | 0 | 32.0 | 0 |
| 1094 | 12/30/14 | 2014 | No Holiday | 0 | 0 | 33.8 | 1 |
| 1095 | 12/31/14 | 2014 | No Holiday | 0 | 0 | 35.6 | 1 |
| 1096 | 1/1/15 | 2015 | New Year | 0 | 0 | 37.4 | 1 |
| 1097 | 1/2/15 | 2015 | No Holiday | 0 | 0 | 37.4 | 1 |
| 1098 | 1/3/15 | 2015 | No Holiday | 1 | 0 | 35.6 | 1 |
| 1099 | 1/4/15 | 2015 | No Holiday | 1 | 0 | 32.0 | 1 |
| 1100 | 1/5/15 | 2015 | No Holiday | 0 | 0 | 33.8 | 1 |
| 1101 | 1/6/15 | 2015 | No Holiday | 0 | 0 | 32.0 | 1 |
| 1102 | 1/7/15 | 2015 | No Holiday | 0 | 0 | 32.0 | 1 |
| 1103 | 1/8/15 | 2015 | No Holiday | 0 | 0 | 24.8 | 0 |
| 1104 | 1/9/15 | 2015 | No Holiday | 0 | 0 | 24.8 | 0 |
| 1105 | 1/10/15 | 2015 | No Holiday | 1 | 0 | 28.4 | 0 |
| 1106 | 1/11/15 | 2015 | No Holiday | 1 | 0 | 32.0 | 1 |
| 1107 | 1/12/15 | 2015 | No Holiday | 0 | 0 | 26.6 | 0 |
| 1108 | 1/13/15 | 2015 | No Holiday | 0 | 0 | 28.4 | 0 |
| 1109 | 1/14/15 | 2015 | No Holiday | 0 | 0 | 30.2 | 0 |
| 1110 | 1/15/15 | 2015 | No Holiday | 0 | 0 | 32.0 | 1 |
| 1111 | 1/16/15 | 2015 | No Holiday | 0 | 0 | 32.0 | 1 |
| 1112 | 1/17/15 | 2015 | No Holiday | 1 | 0 | 30.2 | 0 |
| 1113 | 1/18/15 | 2015 | No Holiday | 1 | 0 | 33.8 | 1 |
| 1114 | 1/19/15 | 2015 | No Holiday | 0 | 1 | 33.8 | 1 |
| 1115 | 1/20/15 | 2015 | No Holiday | 0 | 1 | 30.2 | 1 |
| 1116 | 1/21/15 | 2015 | No Holiday | 0 | 1 | 32.0 | 0 |
| 1117 | 1/22/15 | 2015 | No Holiday | 0 | 1 | 32.0 | 1 |
| 1118 | 1/23/15 | 2015 | No Holiday | 0 | 1 | 32.0 | 1 |
| 1119 | 1/24/15 | 2015 | No Holiday | 1 | 1 | 35.6 | 1 |
| 1120 | 1/25/15 | 2015 | No Holiday | 1 | 1 | 33.8 | 1 |
| 1121 | 1/26/15 | 2015 | No Holiday | 0 | 1 | 32.0 | 1 |
| 1122 | 1/27/15 | 2015 | No Holiday | 0 | 1 | 35.6 | 1 |
| 1123 | 1/28/15 | 2015 | No Holiday | 0 | 1 | 32.0 | 1 |
| 1124 | 1/29/15 | 2015 | No Holiday | 0 | 1 | 33.8 | 1 |
| 1125 | 1/30/15 | 2015 | No Holiday | 0 | 1 | 33.8 | 1 |
| 1126 | 1/31/15 | 2015 | Luner New Year | 1 | 1 | 33.8 | 1 |
| 1127 | 2/1/15 | 2015 | Luner New Year | 1 | 1 | 35.6 | 1 |
| 1128 | 2/2/15 | 2015 | Luner New Year | 0 | 1 | 35.6 | 1 |
| 1129 | 2/3/15 | 2015 | Luner New Year | 0 | 1 | 26.6 | 0 |
| 1130 | 2/4/15 | 2015 | Luner New Year | 0 | 1 | 26.6 | 0 |
| 1131 | 2/5/15 | 2015 | Luner New Year | 0 | 1 | 28.4 | 1 |
| 1132 | 2/6/15 | 2015 | Luner New Year | 0 | 1 | 28.4 | 1 |
| 1133 | 2/7/15 | 2015 | No Holiday | 1 | 1 | 26.6 | 1 |
| 1134 | 2/8/15 | 2015 | No Holiday | 1 | 1 | 24.8 | 0 |
| 1135 | 2/9/15 | 2015 | No Holiday | 0 | 1 | 21.2 | 0 |
| 1136 | 2/10/15 | 2015 | No Holiday | 0 | 1 | 23.0 | 0 |
| 1137 | 2/11/15 | 2015 | No Holiday | 0 | 1 | 24.8 | 0 |
| 1138 | 2/12/15 | 2015 | No Holiday | 0 | 1 | 28.4 | 0 |
| 1139 | 2/13/15 | 2015 | No Holiday | 0 | 1 | 26.6 | 0 |
| 1140 | 2/14/15 | 2015 | No Holiday | 1 | 1 | 30.2 | 1 |
| 1141 | 2/15/15 | 2015 | No Holiday | 1 | 1 | 32.0 | 1 |
| 1142 | 2/16/15 | 2015 | No Holiday | 0 | 1 | 32.0 | 1 |
| 1143 | 2/17/15 | 2015 | No Holiday | 0 | 0 | 32.0 | 1 |
| 1144 | 2/18/15 | 2015 | No Holiday | 0 | 0 | 30.2 | 1 |
| 1145 | 2/19/15 | 2015 | No Holiday | 0 | 0 | 32.0 | 1 |
| 1146 | 2/20/15 | 2015 | No Holiday | 0 | 0 | 32.0 | 1 |
| 1147 | 2/21/15 | 2015 | No Holiday | 1 | 0 | 32.0 | 1 |
| 1148 | 2/22/15 | 2015 | No Holiday | 1 | 0 | 35.6 | 1 |
| 1149 | 2/23/15 | 2015 | No Holiday | 0 | 0 | 33.8 | 1 |
| 1150 | 2/24/15 | 2015 | No Holiday | 0 | 0 | 39.2 | 1 |
| 1151 | 2/25/15 | 2015 | No Holiday | 0 | 0 | 41.0 | 1 |
| 1152 | 2/26/15 | 2015 | No Holiday | 0 | 0 | 41.0 | 1 |
| 1153 | 2/27/15 | 2015 | No Holiday | 0 | 0 | 37.4 | 1 |
| 1154 | 2/28/15 | 2015 | No Holiday | 1 | 0 | 33.8 | 1 |
| 1155 | 3/1/15 | 2015 | No Holiday | 1 | 0 | 39.2 | 1 |
| 1156 | 3/2/15 | 2015 | No Holiday | 0 | 0 | 39.2 | 1 |
| 1157 | 3/3/15 | 2015 | No Holiday | 0 | 0 | 37.4 | 1 |
| 1158 | 3/4/15 | 2015 | No Holiday | 0 | 0 | 35.6 | 1 |
| 1159 | 3/5/15 | 2015 | No Holiday | 0 | 0 | 37.4 | 1 |
| 1160 | 3/6/15 | 2015 | No Holiday | 0 | 0 | 35.6 | 1 |
| 1161 | 3/7/15 | 2015 | No Holiday | 1 | 0 | 37.4 | 1 |
| 1162 | 3/8/15 | 2015 | No Holiday | 1 | 0 | 37.4 | 1 |
| 1163 | 3/9/15 | 2015 | No Holiday | 0 | 0 | 39.2 | 1 |
| 1164 | 3/10/15 | 2015 | No Holiday | 0 | 0 | 42.8 | 1 |
| 1165 | 3/11/15 | 2015 | No Holiday | 0 | 0 | 44.6 | 1 |
| 1166 | 3/12/15 | 2015 | No Holiday | 0 | 0 | 39.2 | 1 |
| 1167 | 3/13/15 | 2015 | No Holiday | 0 | 0 | 46.4 | 1 |
| 1168 | 3/14/15 | 2015 | No Holiday | 1 | 0 | 48.2 | 1 |
| 1169 | 3/15/15 | 2015 | No Holiday | 1 | 0 | 53.6 | 1 |
| 1170 | 3/16/15 | 2015 | No Holiday | 0 | 0 | 51.8 | 1 |
| 1171 | 3/17/15 | 2015 | No Holiday | 0 | 0 | 53.6 | 1 |
| 1172 | 3/18/15 | 2015 | No Holiday | 0 | 0 | 51.8 | 1 |
| 1173 | 3/19/15 | 2015 | No Holiday | 0 | 0 | 46.4 | 1 |
| 1174 | 3/20/15 | 2015 | No Holiday | 0 | 0 | 50.0 | 1 |
| 1175 | 3/21/15 | 2015 | No Holiday | 1 | 0 | 53.6 | 1 |
| 1176 | 3/22/15 | 2015 | No Holiday | 1 | 0 | 57.2 | 1 |
| 1177 | 3/23/15 | 2015 | No Holiday | 0 | 0 | 55.4 | 1 |
| 1178 | 3/24/15 | 2015 | No Holiday | 0 | 0 | 59.0 | 1 |
| 1179 | 3/25/15 | 2015 | No Holiday | 0 | 0 | 60.8 | 1 |
| 1180 | 3/26/15 | 2015 | No Holiday | 0 | 0 | 60.8 | 1 |
| 1181 | 3/27/15 | 2015 | No Holiday | 0 | 0 | 62.6 | 1 |
| 1182 | 3/28/15 | 2015 | No Holiday | 1 | 0 | 60.8 | 1 |
| 1183 | 3/29/15 | 2015 | No Holiday | 1 | 0 | 59.0 | 1 |
| 1184 | 3/30/15 | 2015 | No Holiday | 0 | 0 | 62.6 | 1 |
| 1185 | 3/31/15 | 2015 | No Holiday | 0 | 0 | 57.2 | 1 |
| 1186 | 4/1/15 | 2015 | No Holiday | 0 | 0 | 62.6 | 1 |
| 1187 | 4/2/15 | 2015 | No Holiday | 0 | 0 | 60.8 | 1 |
| 1188 | 4/3/15 | 2015 | No Holiday | 0 | 0 | 55.4 | 1 |
| 1189 | 4/4/15 | 2015 | No Holiday | 1 | 0 | 60.8 | 1 |
| 1190 | 4/5/15 | 2015 | Qing Ming Festival | 1 | 0 | 55.4 | 1 |
| 1191 | 4/6/15 | 2015 | Qing Ming Festival | 0 | 0 | 62.6 | 1 |
| 1192 | 4/7/15 | 2015 | Qing Ming Festival | 0 | 0 | 64.4 | 1 |
| 1193 | 4/8/15 | 2015 | No Holiday | 0 | 0 | 64.4 | 1 |
| 1194 | 4/9/15 | 2015 | No Holiday | 0 | 0 | 66.2 | 1 |
| 1195 | 4/10/15 | 2015 | No Holiday | 0 | 0 | 57.2 | 1 |
| 1196 | 4/11/15 | 2015 | No Holiday | 1 | 0 | 57.2 | 1 |
| 1197 | 4/12/15 | 2015 | No Holiday | 1 | 0 | 59.0 | 1 |
| 1198 | 4/13/15 | 2015 | No Holiday | 0 | 0 | 62.6 | 1 |
| 1199 | 4/14/15 | 2015 | No Holiday | 0 | 0 | 66.2 | 1 |
| 1200 | 4/15/15 | 2015 | No Holiday | 0 | 0 | 64.4 | 1 |
| 1201 | 4/16/15 | 2015 | No Holiday | 0 | 0 | 60.8 | 1 |
| 1202 | 4/17/15 | 2015 | No Holiday | 0 | 0 | 57.2 | 1 |
| 1203 | 4/18/15 | 2015 | No Holiday | 1 | 0 | 60.8 | 1 |
| 1204 | 4/19/15 | 2015 | No Holiday | 1 | 0 | 53.6 | 1 |
| 1205 | 4/20/15 | 2015 | No Holiday | 0 | 0 | 60.8 | 1 |
| 1206 | 4/21/15 | 2015 | No Holiday | 0 | 0 | 62.6 | 1 |
| 1207 | 4/22/15 | 2015 | No Holiday | 0 | 0 | 68.0 | 1 |
| 1208 | 4/23/15 | 2015 | No Holiday | 0 | 0 | 69.8 | 1 |
| 1209 | 4/24/15 | 2015 | No Holiday | 0 | 0 | 66.2 | 1 |
| 1210 | 4/25/15 | 2015 | No Holiday | 1 | 0 | 64.4 | 1 |
| 1211 | 4/26/15 | 2015 | No Holiday | 1 | 0 | 60.8 | 1 |
| 1212 | 4/27/15 | 2015 | No Holiday | 0 | 0 | 64.4 | 1 |
| 1213 | 4/28/15 | 2015 | No Holiday | 0 | 0 | 64.4 | 1 |
| 1214 | 4/29/15 | 2015 | No Holiday | 0 | 0 | 68.0 | 1 |
| 1215 | 4/30/15 | 2015 | No Holiday | 0 | 0 | 71.6 | 1 |
| 1216 | 5/1/15 | 2015 | Labor Day | 0 | 0 | 68.0 | 1 |
| 1217 | 5/2/15 | 2015 | Labor Day | 1 | 0 | 62.6 | 1 |
| 1218 | 5/3/15 | 2015 | Labor Day | 1 | 0 | 62.6 | 1 |
| 1219 | 5/4/15 | 2015 | No Holiday | 0 | 0 | 55.4 | 1 |
| 1220 | 5/5/15 | 2015 | No Holiday | 0 | 0 | 57.2 | 1 |
| 1221 | 5/6/15 | 2015 | No Holiday | 0 | 0 | 59.0 | 1 |
| 1222 | 5/7/15 | 2015 | No Holiday | 0 | 0 | 64.4 | 1 |
| 1223 | 5/8/15 | 2015 | No Holiday | 0 | 0 | 64.4 | 1 |
| 1224 | 5/9/15 | 2015 | No Holiday | 1 | 0 | 62.6 | 1 |
| 1225 | 5/10/15 | 2015 | No Holiday | 1 | 0 | 59.0 | 1 |
| 1226 | 5/11/15 | 2015 | No Holiday | 0 | 0 | 51.8 | 1 |
| 1227 | 5/12/15 | 2015 | No Holiday | 0 | 0 | 71.6 | 1 |
| 1228 | 5/13/15 | 2015 | No Holiday | 0 | 0 | 73.4 | 1 |
| 1229 | 5/14/15 | 2015 | No Holiday | 0 | 0 | 62.6 | 1 |
| 1230 | 5/15/15 | 2015 | No Holiday | 0 | 0 | 71.6 | 1 |
| 1231 | 5/16/15 | 2015 | No Holiday | 1 | 0 | 69.8 | 1 |
| 1232 | 5/17/15 | 2015 | No Holiday | 1 | 0 | 71.6 | 1 |
| 1233 | 5/18/15 | 2015 | No Holiday | 0 | 0 | 75.2 | 1 |
| 1234 | 5/19/15 | 2015 | No Holiday | 0 | 0 | 75.2 | 1 |
| 1235 | 5/20/15 | 2015 | No Holiday | 0 | 0 | 75.2 | 1 |
| 1236 | 5/21/15 | 2015 | No Holiday | 0 | 0 | 77.0 | 1 |
| 1237 | 5/22/15 | 2015 | No Holiday | 0 | 0 | 82.4 | 1 |
| 1238 | 5/23/15 | 2015 | No Holiday | 1 | 0 | 78.8 | 1 |
| 1239 | 5/24/15 | 2015 | No Holiday | 1 | 0 | 71.6 | 1 |
| 1240 | 5/25/15 | 2015 | No Holiday | 0 | 0 | 73.4 | 1 |
| 1241 | 5/26/15 | 2015 | No Holiday | 0 | 0 | 80.6 | 1 |
| 1242 | 5/27/15 | 2015 | No Holiday | 0 | 0 | 78.8 | 1 |
| 1243 | 5/28/15 | 2015 | No Holiday | 0 | 0 | 84.2 | 1 |
| 1244 | 5/29/15 | 2015 | No Holiday | 0 | 0 | 86.0 | 1 |
| 1245 | 5/30/15 | 2015 | No Holiday | 1 | 0 | 84.2 | 1 |
| 1246 | 5/31/15 | 2015 | Dragon Boat Festivel | 1 | 0 | 84.2 | 1 |
| 1247 | 6/1/15 | 2015 | Dragon Boat Festivel | 0 | 0 | 75.2 | 1 |
| 1248 | 6/2/15 | 2015 | Dragon Boat Festivel | 0 | 0 | 71.6 | 1 |
| 1249 | 6/3/15 | 2015 | No Holiday | 0 | 0 | 78.8 | 1 |
| 1250 | 6/4/15 | 2015 | No Holiday | 0 | 0 | 78.8 | 1 |
| 1251 | 6/5/15 | 2015 | No Holiday | 0 | 0 | 82.4 | 1 |
| 1252 | 6/6/15 | 2015 | No Holiday | 1 | 0 | 71.6 | 1 |
| 1253 | 6/7/15 | 2015 | No Holiday | 1 | 1 | 75.2 | 1 |
| 1254 | 6/8/15 | 2015 | No Holiday | 0 | 1 | 73.4 | 1 |
| 1255 | 6/9/15 | 2015 | No Holiday | 0 | 0 | 75.2 | 1 |
| 1256 | 6/10/15 | 2015 | No Holiday | 0 | 0 | 73.4 | 1 |
| 1257 | 6/11/15 | 2015 | No Holiday | 0 | 0 | 73.4 | 1 |
| 1258 | 6/12/15 | 2015 | No Holiday | 0 | 0 | 80.6 | 1 |
| 1259 | 6/13/15 | 2015 | No Holiday | 1 | 0 | 78.8 | 1 |
| 1260 | 6/14/15 | 2015 | No Holiday | 1 | 0 | 80.6 | 1 |
| 1261 | 6/15/15 | 2015 | No Holiday | 0 | 0 | 82.4 | 1 |
| 1262 | 6/16/15 | 2015 | No Holiday | 0 | 0 | 77.0 | 1 |
| 1263 | 6/17/15 | 2015 | No Holiday | 0 | 0 | 75.2 | 1 |
| 1264 | 6/18/15 | 2015 | No Holiday | 0 | 0 | 77.0 | 1 |
| 1265 | 6/19/15 | 2015 | No Holiday | 0 | 0 | 73.4 | 1 |
| 1266 | 6/20/15 | 2015 | No Holiday | 1 | 0 | 73.4 | 1 |
| 1267 | 6/21/15 | 2015 | No Holiday | 1 | 0 | 73.4 | 1 |
| 1268 | 6/22/15 | 2015 | No Holiday | 0 | 0 | 73.4 | 1 |
| 1269 | 6/23/15 | 2015 | No Holiday | 0 | 0 | 78.8 | 1 |
| 1270 | 6/24/15 | 2015 | No Holiday | 0 | 0 | 80.6 | 1 |
| 1271 | 6/25/15 | 2015 | No Holiday | 0 | 0 | 75.2 | 1 |
| 1272 | 6/26/15 | 2015 | No Holiday | 0 | 0 | 80.6 | 1 |
| 1273 | 6/27/15 | 2015 | No Holiday | 1 | 0 | 82.4 | 1 |
| 1274 | 6/28/15 | 2015 | No Holiday | 1 | 0 | 84.2 | 1 |
| 1275 | 6/29/15 | 2015 | No Holiday | 0 | 0 | 84.2 | 1 |
| 1276 | 6/30/15 | 2015 | No Holiday | 0 | 1 | 82.4 | 1 |
| 1277 | 7/1/15 | 2015 | No Holiday | 0 | 1 | 78.8 | 1 |
| 1278 | 7/2/15 | 2015 | No Holiday | 0 | 1 | 75.2 | 1 |
| 1279 | 7/3/15 | 2015 | No Holiday | 0 | 1 | 78.8 | 1 |
| 1280 | 7/4/15 | 2015 | No Holiday | 1 | 1 | 80.6 | 1 |
| 1281 | 7/5/15 | 2015 | No Holiday | 1 | 1 | 80.6 | 1 |
| 1282 | 7/6/15 | 2015 | No Holiday | 0 | 1 | 80.6 | 1 |
| 1283 | 7/7/15 | 2015 | No Holiday | 0 | 1 | 82.4 | 1 |
| 1284 | 7/8/15 | 2015 | No Holiday | 0 | 1 | 82.4 | 1 |
| 1285 | 7/9/15 | 2015 | No Holiday | 0 | 1 | 80.6 | 1 |
| 1286 | 7/10/15 | 2015 | No Holiday | 0 | 1 | 86.0 | 1 |
| 1287 | 7/11/15 | 2015 | No Holiday | 1 | 1 | 84.2 | 1 |
| 1288 | 7/12/15 | 2015 | No Holiday | 1 | 1 | 82.4 | 1 |
| 1289 | 7/13/15 | 2015 | No Holiday | 0 | 1 | 84.2 | 1 |
| 1290 | 7/14/15 | 2015 | No Holiday | 0 | 1 | 84.2 | 1 |
| 1291 | 7/15/15 | 2015 | No Holiday | 0 | 1 | 84.2 | 1 |
| 1292 | 7/16/15 | 2015 | No Holiday | 0 | 1 | 80.6 | 1 |
| 1293 | 7/17/15 | 2015 | No Holiday | 0 | 1 | 80.6 | 1 |
| 1294 | 7/18/15 | 2015 | No Holiday | 1 | 1 | 86.0 | 1 |
| 1295 | 7/19/15 | 2015 | No Holiday | 1 | 1 | 87.8 | 1 |
| 1296 | 7/20/15 | 2015 | No Holiday | 0 | 1 | 87.8 | 1 |
| 1297 | 7/21/15 | 2015 | No Holiday | 0 | 1 | 84.2 | 1 |
| 1298 | 7/22/15 | 2015 | No Holiday | 0 | 1 | 80.6 | 1 |
| 1299 | 7/23/15 | 2015 | No Holiday | 0 | 1 | 82.4 | 1 |
| 1300 | 7/24/15 | 2015 | No Holiday | 0 | 1 | 80.6 | 1 |
| 1301 | 7/25/15 | 2015 | No Holiday | 1 | 1 | 82.4 | 1 |
| 1302 | 7/26/15 | 2015 | No Holiday | 1 | 1 | 86.0 | 1 |
| 1303 | 7/27/15 | 2015 | No Holiday | 0 | 1 | 84.2 | 1 |
| 1304 | 7/28/15 | 2015 | No Holiday | 0 | 1 | 84.2 | 1 |
| 1305 | 7/29/15 | 2015 | No Holiday | 0 | 1 | 80.6 | 1 |
| 1306 | 7/30/15 | 2015 | No Holiday | 0 | 1 | 78.8 | 1 |
| 1307 | 7/31/15 | 2015 | No Holiday | 0 | 1 | 82.4 | 1 |
| 1308 | 8/1/15 | 2015 | No Holiday | 1 | 1 | 82.4 | 1 |
| 1309 | 8/2/15 | 2015 | No Holiday | 1 | 1 | 84.2 | 1 |
| 1310 | 8/3/15 | 2015 | No Holiday | 0 | 1 | 84.2 | 1 |
| 1311 | 8/4/15 | 2015 | No Holiday | 0 | 1 | 77.0 | 1 |
| 1312 | 8/5/15 | 2015 | No Holiday | 0 | 1 | 78.8 | 1 |
| 1313 | 8/6/15 | 2015 | No Holiday | 0 | 1 | 80.6 | 1 |
| 1314 | 8/7/15 | 2015 | No Holiday | 0 | 1 | 78.8 | 1 |
| 1315 | 8/8/15 | 2015 | No Holiday | 1 | 1 | 78.8 | 1 |
| 1316 | 8/9/15 | 2015 | No Holiday | 1 | 1 | 78.8 | 1 |
| 1317 | 8/10/15 | 2015 | No Holiday | 0 | 1 | 80.6 | 1 |
| 1318 | 8/11/15 | 2015 | No Holiday | 0 | 1 | 80.6 | 1 |
| 1319 | 8/12/15 | 2015 | No Holiday | 0 | 1 | 77.0 | 1 |
| 1320 | 8/13/15 | 2015 | No Holiday | 0 | 1 | 69.8 | 1 |
| 1321 | 8/14/15 | 2015 | No Holiday | 0 | 1 | 77.0 | 1 |
| 1322 | 8/15/15 | 2015 | No Holiday | 1 | 1 | 78.8 | 1 |
| 1323 | 8/16/15 | 2015 | No Holiday | 1 | 1 | 80.6 | 1 |
| 1324 | 8/17/15 | 2015 | No Holiday | 0 | 1 | 77.0 | 1 |
| 1325 | 8/18/15 | 2015 | No Holiday | 0 | 1 | 77.0 | 1 |
| 1326 | 8/19/15 | 2015 | No Holiday | 0 | 1 | 80.6 | 1 |
| 1327 | 8/20/15 | 2015 | No Holiday | 0 | 1 | 82.4 | 1 |
| 1328 | 8/21/15 | 2015 | No Holiday | 0 | 1 | 80.6 | 1 |
| 1329 | 8/22/15 | 2015 | No Holiday | 1 | 1 | 78.8 | 1 |
| 1330 | 8/23/15 | 2015 | No Holiday | 1 | 1 | 78.8 | 1 |
| 1331 | 8/24/15 | 2015 | No Holiday | 0 | 1 | 77.0 | 1 |
| 1332 | 8/25/15 | 2015 | No Holiday | 0 | 1 | 77.0 | 1 |
| 1333 | 8/26/15 | 2015 | No Holiday | 0 | 1 | 78.8 | 1 |
| 1334 | 8/27/15 | 2015 | No Holiday | 0 | 1 | 80.6 | 1 |
| 1335 | 8/28/15 | 2015 | No Holiday | 0 | 1 | 73.4 | 1 |
| 1336 | 8/29/15 | 2015 | No Holiday | 1 | 1 | 73.4 | 1 |
| 1337 | 8/30/15 | 2015 | No Holiday | 1 | 1 | 73.4 | 1 |
| 1338 | 8/31/15 | 2015 | No Holiday | 0 | 1 | 73.4 | 1 |
| 1339 | 9/1/15 | 2015 | No Holiday | 0 | 0 | 71.6 | 1 |
| 1340 | 9/2/15 | 2015 | No Holiday | 0 | 0 | 68.0 | 1 |
| 1341 | 9/3/15 | 2015 | WWII Celebration | 0 | 0 | 73.4 | 1 |
| 1342 | 9/4/15 | 2015 | WWII Celebration | 0 | 0 | 77.0 | 1 |
| 1343 | 9/5/15 | 2015 | WWII Celebration | 1 | 0 | 75.2 | 1 |
| 1344 | 9/6/15 | 2015 | No Holiday | 1 | 0 | 75.2 | 1 |
| 1345 | 9/7/15 | 2015 | No Holiday | 0 | 0 | 77.0 | 1 |
| 1346 | 9/8/15 | 2015 | No Holiday | 0 | 0 | 73.4 | 1 |
| 1347 | 9/9/15 | 2015 | No Holiday | 0 | 0 | 71.6 | 1 |
| 1348 | 9/10/15 | 2015 | No Holiday | 0 | 0 | 73.4 | 1 |
sns.pairplot(date_info)
<seaborn.axisgrid.PairGrid at 0x7fa2b0cd4b10>
np.unique(date_info['HOLIDAY'])
array(['Dragon Boat Festivel', 'Labor Day', 'Luner New Year',
'Mid-Autumn Day', 'National Day', 'New Year', 'No Holiday',
'Qing Ming Festival', 'WWII Celebration'], dtype=object)
date_info['CALENDAR_DATE'].min()
'1/1/12'
date_info['CALENDAR_DATE'].max()
'9/9/15'
date_info.shape
(1349, 7)
date_info[date_info.isnull().any(axis=1)]
| CALENDAR_DATE | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR |
|---|
# ------------------------------------------------------------------------------------------------------
pd.concat([sold.SELL_ID, pd.get_dummies(sold.ITEM_NAME)], axis=1)
| SELL_ID | BURGER | COFFEE | COKE | LEMONADE | |
|---|---|---|---|---|---|
| 0 | 1070 | 1 | 0 | 0 | 0 |
| 1 | 3055 | 0 | 1 | 0 | 0 |
| 2 | 3067 | 0 | 0 | 1 | 0 |
| 3 | 3028 | 0 | 0 | 0 | 1 |
| 4 | 2051 | 1 | 0 | 0 | 0 |
| 5 | 2051 | 0 | 0 | 1 | 0 |
| 6 | 2052 | 1 | 0 | 0 | 0 |
| 7 | 2052 | 0 | 0 | 0 | 1 |
| 8 | 2053 | 1 | 0 | 0 | 0 |
| 9 | 2053 | 0 | 0 | 1 | 0 |
| 10 | 2053 | 0 | 1 | 0 | 0 |
pd.concat([sold.SELL_ID, pd.get_dummies(sold.ITEM_NAME)], axis=1).groupby(sold.SELL_ID).sum()
| SELL_ID | BURGER | COFFEE | COKE | LEMONADE | |
|---|---|---|---|---|---|
| SELL_ID | |||||
| 1070 | 1070 | 1 | 0 | 0 | 0 |
| 2051 | 4102 | 1 | 0 | 1 | 0 |
| 2052 | 4104 | 1 | 0 | 0 | 1 |
| 2053 | 6159 | 1 | 1 | 1 | 0 |
| 3028 | 3028 | 0 | 0 | 0 | 1 |
| 3055 | 3055 | 0 | 1 | 0 | 0 |
| 3067 | 3067 | 0 | 0 | 1 | 0 |
data1 = pd.merge(sold.drop(['ITEM_ID'],axis=1), transactions.drop(['SELL_CATEGORY'], axis= 1), on = 'SELL_ID')
data1.head(20)
b = data1.groupby(['SELL_ID', 'SELL_CATEGORY', 'ITEM_NAME', 'CALENDAR_DATE','PRICE']).QUANTITY.sum()
| SELL_ID | SELL_CATEGORY | ITEM_NAME | CALENDAR_DATE | PRICE | QUANTITY | |
|---|---|---|---|---|---|---|
| 0 | 1070 | 0 | BURGER | 01/01/12 | 15.5 | 46 |
| 1 | 1070 | 0 | BURGER | 01/02/12 | 15.5 | 70 |
| 2 | 1070 | 0 | BURGER | 01/03/12 | 15.5 | 62 |
| 3 | 1070 | 0 | BURGER | 01/04/12 | 15.5 | 88 |
| 4 | 1070 | 0 | BURGER | 01/05/12 | 15.5 | 104 |
| 5 | 1070 | 0 | BURGER | 01/06/12 | 15.5 | 100 |
| 6 | 1070 | 0 | BURGER | 01/07/12 | 15.5 | 70 |
| 7 | 1070 | 0 | BURGER | 01/08/12 | 15.5 | 70 |
| 8 | 1070 | 0 | BURGER | 01/09/12 | 15.5 | 106 |
| 9 | 1070 | 0 | BURGER | 01/10/12 | 15.5 | 108 |
| 10 | 1070 | 0 | BURGER | 01/11/12 | 15.5 | 104 |
| 11 | 1070 | 0 | BURGER | 01/12/12 | 15.5 | 102 |
| 12 | 1070 | 0 | BURGER | 1/13/12 | 15.5 | 100 |
| 13 | 1070 | 0 | BURGER | 1/14/12 | 15.5 | 74 |
| 14 | 1070 | 0 | BURGER | 1/15/12 | 15.5 | 60 |
| 15 | 1070 | 0 | BURGER | 1/16/12 | 15.5 | 104 |
| 16 | 1070 | 0 | BURGER | 1/17/12 | 15.5 | 106 |
| 17 | 1070 | 0 | BURGER | 1/18/12 | 15.5 | 108 |
| 18 | 1070 | 0 | BURGER | 1/19/12 | 15.5 | 100 |
| 19 | 1070 | 0 | BURGER | 1/20/12 | 15.5 | 100 |
b
SELL_ID SELL_CATEGORY ITEM_NAME CALENDAR_DATE PRICE
1070 0 BURGER 01/01/12 15.50 46
01/01/13 15.50 60
01/01/14 15.50 72
01/01/15 14.00 66
01/02/12 15.50 70
01/02/13 15.50 68
01/02/14 15.50 76
01/02/15 14.00 102
01/03/12 15.50 62
01/03/13 15.50 70
01/03/14 15.50 68
01/03/15 14.00 68
01/04/12 15.50 88
01/04/13 15.50 100
01/04/14 15.50 74
01/04/15 14.00 70
01/05/12 15.50 104
01/05/13 15.50 68
01/05/14 15.50 70
01/05/15 14.00 104
01/06/12 15.50 100
01/06/13 15.50 72
01/06/14 15.50 108
01/06/15 14.00 98
01/07/12 15.50 70
01/07/13 15.50 100
01/07/14 15.50 100
01/07/15 14.00 104
01/08/12 15.50 70
01/08/13 15.50 100
01/08/14 15.50 104
01/08/15 14.00 120
01/09/12 15.50 106
01/09/13 15.50 102
01/09/14 15.50 102
01/09/15 14.00 124
01/10/12 15.50 108
01/10/13 15.50 104
01/10/14 15.50 102
01/10/15 14.00 80
01/11/12 15.50 104
01/11/13 15.50 102
01/11/14 15.50 76
01/11/15 14.00 72
01/12/12 15.50 102
01/12/13 15.50 74
01/12/14 15.50 76
01/12/15 14.00 122
02/01/12 15.50 90
02/01/13 15.50 102
02/01/14 15.50 72
02/01/15 14.00 44
02/02/12 15.50 64
02/02/13 15.50 70
02/02/14 15.50 74
02/02/15 14.00 68
02/03/12 15.50 62
02/03/13 15.50 74
02/03/14 15.50 88
02/03/15 14.00 84
02/04/12 15.50 42
02/04/13 15.50 104
02/04/14 15.50 106
02/04/15 14.00 84
02/05/12 15.50 38
02/05/13 15.50 100
02/05/14 15.50 106
02/05/15 14.00 64
02/06/12 15.50 56
02/06/13 15.50 104
02/06/14 15.50 106
02/06/15 14.00 66
02/07/12 15.50 56
02/07/13 15.50 106
02/07/14 15.50 104
02/07/15 14.00 70
02/08/12 15.50 60
02/08/13 15.50 100
02/08/14 15.50 72
02/08/15 14.00 84
02/09/12 15.50 88
02/09/13 15.50 74
02/09/14 15.50 54
02/09/15 14.00 120
02/10/12 15.50 90
02/10/13 15.50 72
02/10/14 15.50 68
02/10/15 14.00 116
02/11/12 15.50 76
02/11/13 15.50 106
02/11/14 15.50 70
02/11/15 14.00 118
02/12/12 15.50 72
02/12/13 15.50 90
02/12/14 15.50 74
02/12/15 14.00 118
03/01/12 15.50 84
03/01/13 12.64 42
15.50 180
03/01/14 15.50 62
03/01/15 14.00 68
03/02/12 15.50 86
03/02/13 15.50 58
03/02/14 15.50 56
03/02/15 14.00 96
03/03/12 15.50 64
03/03/13 15.50 56
03/03/14 15.50 88
03/03/15 14.00 102
03/04/12 15.50 62
03/04/13 15.50 86
03/04/14 15.50 84
03/04/15 14.00 96
03/05/12 15.50 88
03/05/13 15.50 84
03/05/14 15.50 82
03/05/15 14.00 98
03/06/12 15.50 86
03/06/13 15.50 88
03/06/14 15.50 86
03/06/15 14.00 100
03/07/12 15.50 84
03/07/13 15.50 86
03/07/14 15.50 88
03/07/15 14.00 68
03/08/12 15.50 86
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3/17/15 14.00 98
3/18/12 15.50 60
3/18/13 15.50 86
3/18/14 15.50 84
3/18/15 14.00 104
3/19/12 15.50 88
3/19/13 15.50 84
3/19/14 15.50 84
3/19/15 14.00 98
3/20/12 15.50 84
3/20/13 15.50 84
3/20/14 15.50 90
3/20/15 14.00 100
3/21/12 15.50 90
3/21/13 15.50 84
3/21/14 15.50 90
3/21/15 14.00 68
3/22/12 15.50 90
3/22/13 15.50 84
3/22/14 15.50 60
3/22/15 14.00 64
3/23/12 15.50 90
3/23/13 15.50 64
3/23/14 15.50 58
3/23/15 14.00 104
3/24/12 15.50 56
3/24/13 15.50 56
3/24/14 15.50 88
3/24/15 14.00 102
3/25/12 15.50 62
3/25/13 15.50 82
3/25/14 15.50 84
3/25/15 14.00 104
3/26/12 15.50 90
3/26/13 15.50 88
3/26/14 15.50 90
3/26/15 14.00 98
3/27/12 15.50 90
3/27/13 15.50 82
3/27/14 15.50 88
3/27/15 14.00 104
3/28/12 15.50 88
3/28/13 15.50 86
3/28/14 15.50 82
3/28/15 14.00 70
3/29/12 15.50 86
3/29/13 15.50 82
3/29/14 15.50 56
3/29/15 14.00 66
3/30/12 15.50 84
3/30/13 15.50 62
3/30/14 15.50 56
3/30/15 14.00 98
3/31/12 15.50 60
3/31/13 15.50 56
3/31/14 15.50 88
3/31/15 14.00 104
4/13/12 15.50 90
4/13/13 15.50 64
4/13/14 15.50 64
4/13/15 14.00 100
4/14/12 15.50 64
4/14/13 15.50 62
4/14/14 15.50 86
4/14/15 14.00 98
4/15/12 15.50 58
4/15/13 15.50 84
4/15/14 15.50 86
4/15/15 16.00 84
4/16/12 15.50 82
4/16/13 15.50 82
4/16/14 15.50 88
4/16/15 16.00 80
4/17/12 15.50 82
4/17/13 15.50 84
4/17/14 15.50 88
4/17/15 16.00 78
4/18/12 15.50 90
4/18/13 15.50 82
4/18/14 15.50 84
4/18/15 16.00 62
4/19/12 15.50 88
4/19/13 15.50 88
4/19/14 15.50 56
4/19/15 16.00 56
4/20/12 15.50 86
4/20/13 15.50 58
4/20/14 14.50 62
4/20/15 16.00 86
4/21/12 15.50 56
4/21/13 15.50 60
4/21/14 14.50 98
4/21/15 16.00 84
4/22/12 15.50 64
4/22/13 15.50 82
4/22/14 14.50 90
4/22/15 16.00 80
4/23/12 15.50 90
4/23/13 15.50 82
4/23/14 14.50 94
4/23/15 16.00 86
4/24/12 15.50 82
4/24/13 15.50 90
4/24/14 14.50 98
4/24/15 16.00 82
4/25/12 15.50 88
4/25/13 16.50 80
4/25/14 14.50 94
4/25/15 16.00 56
4/26/12 15.50 82
4/26/13 16.50 82
4/26/14 14.50 64
4/26/15 16.00 58
4/27/12 15.50 88
4/27/13 16.50 54
4/27/14 14.50 64
4/27/15 16.00 78
4/28/12 15.50 62
4/28/13 16.50 58
4/28/14 14.50 96
4/28/15 16.00 84
4/29/12 15.50 58
4/29/13 16.50 56
4/29/14 14.50 70
4/29/15 16.00 84
4/30/12 15.50 64
4/30/13 16.50 50
4/30/14 14.50 66
4/30/15 16.00 78
5/13/12 15.00 58
5/13/13 16.50 80
5/13/14 14.50 90
5/13/15 16.00 78
5/14/12 15.00 94
5/14/13 16.50 74
5/14/14 14.50 90
5/14/15 16.00 80
5/15/12 15.00 86
5/15/13 16.50 80
5/15/14 14.50 92
5/15/15 16.00 78
5/16/12 15.00 88
5/16/13 16.50 74
5/16/14 14.50 92
5/16/15 16.00 56
5/17/12 15.00 90
5/17/13 16.50 76
5/17/14 14.50 64
5/17/15 16.00 58
5/18/12 15.00 92
5/18/13 16.50 54
5/18/14 14.50 64
5/18/15 16.00 86
5/19/12 15.00 58
5/19/13 16.50 56
5/19/14 14.50 92
5/19/15 16.00 78
5/20/12 15.00 62
5/20/13 16.50 82
5/20/14 14.50 94
5/20/15 16.00 82
5/21/12 15.00 92
5/21/13 16.50 78
5/21/14 14.50 90
5/21/15 16.00 78
5/22/12 15.00 90
5/22/13 16.50 80
5/22/14 14.50 94
5/22/15 16.00 80
5/23/12 15.00 90
5/23/13 16.50 76
5/23/14 14.50 94
5/23/15 16.00 54
5/24/12 15.00 90
5/24/13 16.50 74
5/24/14 14.50 62
5/24/15 16.00 54
5/25/12 15.00 88
5/25/13 16.50 52
5/25/14 14.50 62
5/25/15 16.00 84
5/26/12 15.00 60
5/26/13 16.50 58
5/26/14 14.50 90
5/26/15 16.00 82
5/27/12 15.00 60
5/27/13 16.50 82
5/27/14 14.50 92
5/27/15 16.00 80
5/28/12 15.00 86
5/28/13 16.50 82
5/28/14 14.50 96
5/28/15 16.00 82
5/29/12 15.00 90
5/29/13 16.50 74
5/29/14 14.50 94
5/29/15 16.00 86
5/30/12 15.00 90
5/30/13 16.50 80
5/30/14 14.50 90
5/30/15 16.00 56
5/31/12 15.00 88
5/31/13 16.50 74
5/31/14 14.50 68
5/31/15 16.00 40
6/13/12 15.00 88
6/13/13 16.50 82
6/13/14 14.50 92
6/13/15 16.00 58
6/14/12 15.00 88
6/14/13 16.50 80
6/14/14 14.50 68
6/14/15 16.00 60
6/15/12 15.00 94
6/15/13 16.50 50
6/15/14 14.50 70
6/15/15 16.00 80
6/16/12 15.00 64
6/16/13 16.50 58
6/16/14 14.50 96
6/16/15 16.00 80
6/17/12 15.00 60
6/17/13 16.50 82
6/17/14 14.50 98
6/17/15 16.00 86
6/18/12 15.00 92
6/18/13 16.50 82
6/18/14 14.50 96
6/18/15 16.00 82
6/19/12 15.00 86
6/19/13 16.50 82
6/19/14 14.50 98
6/19/15 16.00 82
6/20/12 15.00 94
6/20/13 16.50 80
6/20/14 14.50 92
6/20/15 16.00 54
6/21/12 15.00 92
6/21/13 16.50 76
6/21/14 14.50 64
6/21/15 16.00 56
6/22/12 15.00 92
6/22/13 16.50 42
6/22/14 14.50 68
6/22/15 16.00 86
6/23/12 15.00 64
6/23/13 16.50 42
6/23/14 14.50 90
6/23/15 16.00 82
6/24/12 15.00 62
6/24/13 16.50 58
6/24/14 14.50 96
6/24/15 16.00 86
6/25/12 15.00 92
6/25/13 16.50 78
6/25/14 14.50 96
6/25/15 16.00 80
6/26/12 15.00 88
6/26/13 16.50 80
6/26/14 14.50 90
6/26/15 16.00 86
6/27/12 15.00 94
6/27/13 16.50 76
6/27/14 14.50 94
6/27/15 16.00 58
6/28/12 15.00 94
6/28/13 16.50 82
6/28/14 14.50 64
6/28/15 16.00 58
6/29/12 15.00 94
6/29/13 16.50 56
6/29/14 14.50 66
6/29/15 16.00 78
6/30/12 15.00 64
6/30/13 16.50 52
6/30/14 14.50 94
6/30/15 16.00 84
7/13/12 15.00 86
7/13/13 16.50 56
7/13/14 14.50 62
7/13/15 16.00 80
7/14/12 15.00 58
7/14/13 16.50 56
7/14/14 14.50 96
7/14/15 16.00 84
7/15/12 15.00 64
7/15/13 16.50 82
7/15/14 14.50 90
7/15/15 16.00 84
7/16/12 15.00 86
7/16/13 16.50 78
7/16/14 14.50 96
7/16/15 16.00 80
7/17/12 15.00 88
7/17/13 16.50 82
7/17/14 14.50 92
7/17/15 16.00 80
7/18/12 15.00 88
7/18/13 16.50 78
7/18/14 14.50 92
7/18/15 16.00 62
7/19/12 15.00 92
7/19/13 16.50 78
7/19/14 14.50 68
7/19/15 16.00 56
7/20/12 15.00 90
7/20/13 16.50 58
7/20/14 14.50 62
7/20/15 16.00 80
7/21/12 15.00 60
7/21/13 16.50 50
7/21/14 14.50 98
7/21/15 16.00 78
7/22/12 15.00 60
7/22/13 16.50 76
7/22/14 14.50 92
7/22/15 16.00 82
7/23/12 15.00 94
7/23/13 16.50 74
7/23/14 14.50 98
7/23/15 16.00 84
7/24/12 15.00 86
7/24/13 16.50 78
7/24/14 14.50 92
7/24/15 16.00 86
7/25/12 15.00 92
7/25/13 16.50 76
7/25/14 14.50 98
7/25/15 16.00 58
7/26/12 15.00 90
7/26/13 16.50 74
7/26/14 14.50 62
7/26/15 16.00 60
7/27/12 15.00 90
7/27/13 16.50 54
7/27/14 14.50 70
7/27/15 16.00 84
7/28/12 15.00 60
7/28/13 16.50 56
7/28/14 14.50 90
7/28/15 16.00 84
7/29/12 15.00 66
7/29/13 16.50 76
7/29/14 14.50 90
7/29/15 16.00 82
7/30/12 15.00 86
7/30/13 16.50 78
7/30/14 14.50 92
7/30/15 16.00 78
7/31/12 15.00 90
7/31/13 16.50 82
7/31/14 14.50 92
7/31/15 16.00 80
8/13/12 15.00 94
8/13/13 16.50 80
8/13/14 14.50 90
8/13/15 14.50 98
8/14/12 15.00 90
8/14/13 16.50 78
8/14/14 14.50 92
8/14/15 14.50 98
8/15/12 15.00 90
8/15/13 16.50 78
8/15/14 14.50 98
8/15/15 14.50 68
8/16/12 15.00 88
8/16/13 16.50 78
8/16/14 14.50 66
8/16/15 14.50 62
8/17/12 15.00 94
8/17/13 16.50 58
8/17/14 14.50 62
8/17/15 14.50 96
8/18/12 15.00 62
8/18/13 16.50 54
8/18/14 15.50 84
8/18/15 14.50 96
8/19/12 15.00 64
8/19/13 16.50 80
8/19/14 15.50 86
8/19/15 14.50 94
8/20/12 15.00 86
8/20/13 16.50 76
8/20/14 15.50 82
8/20/15 14.50 96
8/21/12 15.00 90
8/21/13 16.50 82
8/21/14 15.50 88
8/21/15 14.50 90
8/22/12 15.00 88
8/22/13 16.50 76
8/22/14 15.50 88
8/22/15 14.50 68
8/23/12 15.00 88
8/23/13 14.00 100
8/23/14 15.50 56
8/23/15 14.50 64
8/24/12 15.00 86
8/24/13 14.00 66
8/24/14 15.50 64
8/24/15 14.50 92
8/25/12 15.00 62
8/25/13 14.00 68
8/25/14 15.50 84
8/25/15 14.50 92
8/26/12 15.00 62
8/26/13 14.00 102
8/26/14 15.50 86
8/26/15 14.50 98
8/27/12 15.00 94
8/27/13 14.00 96
8/27/14 15.50 90
8/27/15 14.50 92
8/28/12 15.00 90
8/28/13 14.00 122
8/28/14 15.50 90
8/28/15 14.50 90
8/29/12 15.00 88
8/29/13 14.00 122
8/29/14 15.50 90
8/29/15 14.50 68
8/30/12 15.00 90
8/30/13 14.00 122
8/30/14 15.50 62
8/30/15 14.50 64
8/31/12 15.00 94
8/31/13 14.00 64
8/31/14 15.50 60
8/31/15 14.50 90
9/13/12 15.00 86
9/13/13 14.00 102
9/13/14 15.50 56
9/14/12 15.00 90
9/14/13 14.00 72
9/14/14 15.50 62
9/15/12 15.00 64
9/15/13 14.00 64
9/15/14 15.50 90
9/16/12 15.00 64
9/16/13 14.00 104
9/16/14 15.50 90
9/17/12 15.00 86
9/17/13 14.00 102
9/17/14 15.50 82
9/18/12 15.00 88
9/18/13 14.00 96
9/18/14 15.50 90
9/19/12 15.00 92
9/19/13 14.00 96
9/19/14 15.50 62
9/20/12 15.00 88
9/20/13 14.00 98
9/20/14 15.50 42
9/21/12 15.00 86
9/21/13 14.00 72
9/21/14 15.50 46
9/22/12 15.00 62
9/22/13 14.00 68
9/22/14 15.50 88
9/23/12 15.00 66
9/23/13 14.00 104
9/23/14 15.50 90
9/24/12 15.00 94
9/24/13 14.00 100
9/24/14 15.50 90
9/25/12 15.00 90
9/25/13 14.00 100
9/25/14 15.50 86
9/26/12 15.00 94
9/26/13 14.00 100
9/26/14 15.50 82
9/27/12 15.00 90
9/27/13 14.00 104
9/27/14 15.50 64
9/28/12 15.00 86
9/28/13 14.00 68
9/28/14 15.50 58
9/29/12 15.00 64
9/29/13 14.00 64
9/29/14 15.50 86
9/30/12 15.00 58
9/30/13 14.00 64
9/30/14 15.50 90
2051 2 BURGER 01/01/12 12.73 22
01/01/13 13.13 22
01/01/14 13.27 22
01/01/15 11.53 24
01/02/12 12.73 22
01/02/13 13.13 28
01/02/14 13.27 22
01/02/15 11.53 30
01/03/12 12.73 26
01/03/13 13.13 28
01/03/14 13.27 26
01/03/15 11.53 20
01/04/12 12.73 26
01/04/13 13.13 30
01/04/14 13.27 22
01/04/15 11.53 28
01/05/12 12.73 36
01/05/13 13.13 20
01/05/14 13.27 26
01/05/15 11.53 36
01/06/12 12.73 38
01/06/13 13.13 24
01/06/14 13.27 30
01/06/15 11.53 30
01/07/12 12.73 24
01/07/13 13.13 32
01/07/14 13.27 38
01/07/15 11.53 30
01/08/12 12.73 26
01/08/13 13.13 36
01/08/14 13.27 38
01/08/15 11.53 42
01/09/12 12.73 34
01/09/13 13.13 34
01/09/14 13.27 38
01/09/15 11.53 42
01/10/12 12.73 40
01/10/13 13.13 32
01/10/14 13.27 38
01/10/15 11.53 24
01/11/12 12.73 32
01/11/13 13.13 36
01/11/14 13.27 28
01/11/15 11.53 20
01/12/12 12.73 32
01/12/13 13.13 22
01/12/14 13.27 22
01/12/15 11.53 38
02/01/12 12.73 28
02/01/13 13.13 34
02/01/14 13.27 26
02/01/15 11.53 18
02/02/12 12.73 18
02/02/13 13.13 22
02/02/14 13.27 24
02/02/15 11.53 26
02/03/12 12.73 20
02/03/13 13.13 24
02/03/14 13.27 30
02/03/15 11.53 24
02/04/12 12.73 12
02/04/13 13.13 32
02/04/14 13.27 34
02/04/15 11.53 24
02/05/12 12.73 12
02/05/13 13.13 38
02/05/14 13.27 36
02/05/15 11.53 24
02/06/12 12.73 26
02/06/13 13.13 36
02/06/14 13.27 38
02/06/15 11.53 26
02/07/12 12.73 18
02/07/13 13.13 38
02/07/14 13.27 30
02/07/15 11.53 26
02/08/12 12.73 20
02/08/13 13.13 34
02/08/14 13.27 26
02/08/15 11.53 24
02/09/12 12.73 28
02/09/13 13.13 26
02/09/14 13.27 14
02/09/15 11.53 44
02/10/12 12.73 26
02/10/13 13.13 28
02/10/14 13.27 26
02/10/15 11.53 38
02/11/12 12.73 26
02/11/13 13.13 30
02/11/14 13.27 20
02/11/15 11.53 36
02/12/12 12.73 26
02/12/13 13.13 24
02/12/14 13.27 22
02/12/15 11.53 38
03/01/12 12.73 32
03/01/13 12.64 38
15.50 178
03/01/14 13.27 26
03/01/15 11.53 26
03/02/12 12.73 34
03/02/13 13.13 18
03/02/14 13.27 26
03/02/15 11.53 38
03/03/12 12.73 26
03/03/13 13.13 22
03/03/14 13.27 32
03/03/15 11.53 36
03/04/12 12.73 26
03/04/13 13.13 30
03/04/14 13.27 28
03/04/15 11.53 38
03/05/12 12.73 34
03/05/13 13.13 28
03/05/14 13.27 28
03/05/15 11.53 32
03/06/12 12.73 26
03/06/13 13.13 30
03/06/14 13.27 24
03/06/15 11.53 30
03/07/12 12.73 34
03/07/13 13.13 28
03/07/14 13.27 24
03/07/15 11.53 22
03/08/12 12.73 28
03/08/13 13.13 28
03/08/14 13.27 24
03/08/15 11.53 22
03/09/12 12.73 34
03/09/13 13.13 22
03/09/14 13.27 22
03/09/15 11.53 38
03/10/12 12.73 22
03/10/13 13.13 24
03/10/14 13.27 32
03/10/15 11.53 36
03/11/12 12.73 20
03/11/13 13.13 32
03/11/14 13.27 24
03/11/15 11.53 36
03/12/12 12.73 34
03/12/13 13.13 32
03/12/14 13.27 24
03/12/15 11.53 32
04/01/12 12.73 20
04/01/13 13.13 32
04/01/14 13.27 24
04/01/15 11.53 30
04/02/12 12.73 26
04/02/13 13.13 18
04/02/14 13.27 32
04/02/15 11.53 30
04/03/12 12.73 26
04/03/13 13.13 26
04/03/14 13.27 24
04/03/15 11.53 30
04/04/12 12.73 22
04/04/13 13.13 24
04/04/14 13.27 24
04/04/15 11.53 24
04/05/12 12.73 26
04/05/13 13.13 30
04/05/14 13.27 20
04/05/15 11.53 20
04/06/12 12.73 28
04/06/13 13.13 18
04/06/14 13.27 16
04/06/15 11.53 22
04/07/12 12.73 26
04/07/13 13.13 24
04/07/14 13.27 30
04/07/15 11.53 20
04/08/12 12.73 20
04/08/13 13.13 30
04/08/14 13.27 32
04/08/15 11.53 30
04/09/12 12.73 30
04/09/13 13.13 26
04/09/14 13.27 28
04/09/15 11.53 36
04/10/12 12.73 28
04/10/13 13.13 28
04/10/14 13.27 32
04/10/15 11.53 38
04/11/12 12.73 34
04/11/13 13.13 30
04/11/14 13.27 26
04/11/15 11.53 24
04/12/12 12.73 30
04/12/13 13.13 28
04/12/14 13.27 20
04/12/15 11.53 22
05/01/12 11.49 22
05/01/13 13.08 26
05/01/14 12.14 24
05/01/15 12.66 24
05/02/12 11.49 24
05/02/13 13.08 28
05/02/14 12.14 36
05/02/15 12.66 12
05/03/12 11.49 32
05/03/13 13.08 28
05/03/14 12.14 26
05/03/15 12.66 18
05/04/12 11.49 30
05/04/13 13.08 22
05/04/14 12.14 24
05/04/15 12.66 26
05/05/12 11.49 20
05/05/13 13.08 26
05/05/14 12.14 28
05/05/15 12.66 34
05/06/12 11.49 24
05/06/13 13.08 26
05/06/14 12.14 34
05/06/15 12.66 30
05/07/12 11.49 34
05/07/13 13.08 32
05/07/14 12.14 28
05/07/15 12.66 26
05/08/12 11.49 36
05/08/13 13.08 26
05/08/14 12.14 28
05/08/15 12.66 28
05/09/12 11.49 32
05/09/13 13.08 28
05/09/14 12.14 30
05/09/15 12.66 26
05/10/12 11.49 36
05/10/13 13.08 34
05/10/14 12.14 28
05/10/15 12.66 26
05/11/12 11.49 36
05/11/13 13.08 26
05/11/14 12.14 22
05/11/15 12.66 28
05/12/12 11.49 26
05/12/13 13.08 22
05/12/14 12.14 28
05/12/15 12.66 26
06/01/12 11.49 34
06/01/13 13.08 18
06/01/14 12.14 26
06/01/15 12.66 18
06/02/12 11.49 22
06/02/13 13.08 24
06/02/14 12.14 36
06/02/15 12.66 26
06/03/12 11.49 22
06/03/13 13.08 26
06/03/14 12.14 34
06/03/15 12.66 26
06/04/12 11.49 28
06/04/13 13.08 26
06/04/14 12.14 30
06/04/15 12.66 34
06/05/12 11.49 24
06/05/13 13.08 26
06/05/14 12.14 30
06/05/15 12.66 34
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5/14/14 12.14 32
5/14/15 12.66 30
5/15/12 11.49 32
5/15/13 13.08 28
5/15/14 12.14 36
5/15/15 12.66 34
5/16/12 11.49 32
5/16/13 13.08 30
5/16/14 12.14 28
5/16/15 12.66 26
5/17/12 11.49 32
5/17/13 13.08 26
5/17/14 12.14 20
5/17/15 12.66 22
5/18/12 11.49 38
5/18/13 13.08 20
5/18/14 12.14 20
5/18/15 12.66 30
5/19/12 11.49 24
5/19/13 13.08 24
5/19/14 12.14 32
5/19/15 12.66 32
5/20/12 11.49 26
5/20/13 13.08 26
5/20/14 12.14 32
5/20/15 12.66 26
5/21/12 11.49 38
5/21/13 13.08 34
5/21/14 12.14 32
5/21/15 12.66 32
5/22/12 11.49 30
5/22/13 13.08 34
5/22/14 12.14 28
5/22/15 12.66 32
5/23/12 11.49 38
5/23/13 13.08 26
5/23/14 12.14 30
5/23/15 12.66 24
5/24/12 11.49 32
5/24/13 13.08 28
5/24/14 12.14 20
5/24/15 12.66 26
5/25/12 11.49 36
5/25/13 13.08 26
5/25/14 12.14 20
5/25/15 12.66 32
5/26/12 11.49 26
5/26/13 13.08 18
5/26/14 12.14 30
5/26/15 12.66 34
5/27/12 11.49 24
5/27/13 13.08 26
5/27/14 12.14 32
5/27/15 12.66 34
5/28/12 11.49 34
5/28/13 13.08 28
5/28/14 12.14 28
5/28/15 12.66 32
5/29/12 11.49 38
5/29/13 13.08 32
5/29/14 12.14 32
5/29/15 12.66 34
5/30/12 11.49 38
5/30/13 13.08 26
5/30/14 12.14 34
5/30/15 12.66 20
5/31/12 11.49 30
5/31/13 13.08 26
5/31/14 12.14 24
5/31/15 12.66 14
6/13/12 11.49 36
6/13/13 13.08 28
6/13/14 12.14 28
6/13/15 12.66 22
6/14/12 11.49 30
6/14/13 13.08 32
6/14/14 12.14 28
6/14/15 12.66 24
6/15/12 11.49 32
6/15/13 13.08 24
6/15/14 12.14 22
6/15/15 12.66 34
6/16/12 11.49 26
6/16/13 13.08 24
6/16/14 12.14 36
6/16/15 12.66 28
6/17/12 11.49 24
6/17/13 13.08 26
6/17/14 12.14 34
6/17/15 12.66 32
6/18/12 11.49 36
6/18/13 13.08 28
6/18/14 12.14 34
6/18/15 12.66 28
6/19/12 11.49 36
6/19/13 13.08 28
6/19/14 12.14 36
6/19/15 12.66 26
6/20/12 11.49 38
6/20/13 13.08 26
6/20/14 12.14 30
6/20/15 12.66 24
6/21/12 11.49 30
6/21/13 13.08 30
6/21/14 12.14 28
6/21/15 12.66 22
6/22/12 11.49 34
6/22/13 13.08 14
6/22/14 12.14 24
6/22/15 12.66 28
6/23/12 11.49 22
6/23/13 13.08 12
6/23/14 12.14 34
6/23/15 12.66 28
6/24/12 11.49 20
6/24/13 13.08 22
6/24/14 12.14 28
6/24/15 12.66 34
6/25/12 11.49 32
6/25/13 13.08 34
6/25/14 12.14 32
6/25/15 12.66 30
6/26/12 11.49 34
6/26/13 13.08 34
6/26/14 12.14 36
6/26/15 12.66 30
6/27/12 11.49 36
6/27/13 13.08 30
6/27/14 12.14 32
6/27/15 12.66 22
6/28/12 11.49 36
6/28/13 13.08 30
6/28/14 12.14 28
6/28/15 12.66 22
6/29/12 11.49 30
6/29/13 13.08 26
6/29/14 12.14 22
6/29/15 12.66 30
6/30/12 11.49 24
6/30/13 13.08 22
6/30/14 12.14 28
6/30/15 12.66 34
7/13/12 11.49 38
7/13/13 13.08 20
7/13/14 12.14 24
7/13/15 12.66 30
7/14/12 11.49 26
7/14/13 13.08 20
7/14/14 12.14 32
7/14/15 12.66 34
7/15/12 11.49 22
7/15/13 13.08 32
7/15/14 12.14 34
7/15/15 12.66 34
7/16/12 11.49 34
7/16/13 13.08 28
7/16/14 12.14 30
7/16/15 12.66 32
7/17/12 11.49 32
7/17/13 13.08 28
7/17/14 12.14 32
7/17/15 12.66 32
7/18/12 11.49 38
7/18/13 13.08 30
7/18/14 12.14 32
7/18/15 12.66 22
7/19/12 11.49 34
7/19/13 13.08 30
7/19/14 12.14 22
7/19/15 12.66 24
7/20/12 11.49 34
7/20/13 13.08 24
7/20/14 12.14 26
7/20/15 12.66 34
7/21/12 11.49 24
7/21/13 13.08 26
7/21/14 12.14 32
7/21/15 12.66 30
7/22/12 11.49 22
7/22/13 13.08 26
7/22/14 12.14 36
7/22/15 12.66 26
7/23/12 11.49 38
7/23/13 13.08 34
7/23/14 12.14 28
7/23/15 12.66 30
7/24/12 11.49 36
7/24/13 13.08 26
7/24/14 12.14 28
7/24/15 12.66 30
7/25/12 11.49 36
7/25/13 13.08 30
7/25/14 12.14 34
7/25/15 12.66 24
7/26/12 11.49 32
7/26/13 13.08 34
7/26/14 12.14 20
7/26/15 12.66 26
7/27/12 11.49 36
7/27/13 13.08 22
7/27/14 12.14 26
7/27/15 12.66 32
7/28/12 11.49 26
7/28/13 13.08 26
7/28/14 12.14 36
7/28/15 12.66 32
7/29/12 11.49 28
7/29/13 13.08 26
7/29/14 12.14 34
7/29/15 12.66 34
7/30/12 11.49 34
7/30/13 13.08 34
7/30/14 12.14 36
7/30/15 12.66 32
7/31/12 11.49 34
7/31/13 13.08 34
7/31/14 12.14 34
7/31/15 12.66 30
8/13/12 11.49 30
8/13/13 13.08 34
8/13/14 12.14 32
8/13/15 12.19 34
8/14/12 11.49 38
8/14/13 13.08 30
8/14/14 12.14 34
8/14/15 12.19 34
8/15/12 11.49 38
8/15/13 13.08 30
8/15/14 12.14 30
8/15/15 12.19 28
8/16/12 11.49 30
8/16/13 13.08 30
8/16/14 12.14 28
8/16/15 12.19 20
8/17/12 11.49 30
8/17/13 13.08 22
8/17/14 12.14 24
8/17/15 12.19 36
8/18/12 11.49 24
8/18/13 13.08 20
8/18/14 12.87 34
8/18/15 12.19 32
8/19/12 11.49 26
8/19/13 13.08 34
8/19/14 12.87 34
8/19/15 12.19 34
8/20/12 11.49 38
8/20/13 13.08 32
8/20/14 12.87 26
8/20/15 12.19 30
8/21/12 11.49 36
8/21/13 13.08 28
8/21/14 12.87 34
8/21/15 12.19 30
8/22/12 11.49 36
8/22/13 13.08 30
8/22/14 12.87 26
8/22/15 12.19 20
8/23/12 11.49 32
8/23/13 10.97 40
8/23/14 12.87 18
8/23/15 12.19 26
8/24/12 11.49 38
8/24/13 10.97 30
8/24/14 12.87 26
8/24/15 12.19 36
8/25/12 11.49 20
8/25/13 10.97 26
8/25/14 12.87 28
8/25/15 12.19 34
8/26/12 11.49 26
8/26/13 10.97 36
8/26/14 12.87 34
8/26/15 12.19 36
8/27/12 11.49 32
8/27/13 10.97 36
8/27/14 12.87 30
8/27/15 12.19 28
8/28/12 11.49 38
8/28/13 10.97 38
8/28/14 12.87 26
8/28/15 12.19 32
8/29/12 12.35 36
8/29/13 10.97 44
8/29/14 12.87 30
8/29/15 12.19 24
8/30/12 12.35 30
8/30/13 10.97 38
8/30/14 12.87 22
8/30/15 12.19 22
8/31/12 12.35 28
8/31/13 10.97 22
8/31/14 12.87 18
8/31/15 12.19 36
9/13/12 12.35 28
9/13/13 10.97 34
9/13/14 12.87 18
9/14/12 12.35 28
9/14/13 10.97 28
9/14/14 12.87 22
9/15/12 12.35 24
9/15/13 10.97 30
9/15/14 12.87 32
9/16/12 12.35 26
9/16/13 10.97 38
9/16/14 12.87 32
9/17/12 12.35 28
9/17/13 10.97 40
9/17/14 12.87 34
9/18/12 12.35 32
9/18/13 10.97 36
9/18/14 12.87 34
9/19/12 12.35 34
9/19/13 10.97 36
9/19/14 12.87 18
9/20/12 12.35 34
9/20/13 10.97 32
9/20/14 12.87 16
9/21/12 12.35 36
9/21/13 10.97 26
9/21/14 12.87 16
9/22/12 12.35 20
9/22/13 10.97 28
9/22/14 12.87 34
9/23/12 12.35 24
9/23/13 10.97 40
9/23/14 12.87 28
9/24/12 12.35 34
9/24/13 10.97 40
9/24/14 12.87 32
9/25/12 12.35 30
9/25/13 10.97 34
9/25/14 12.87 32
9/26/12 12.35 28
9/26/13 10.97 38
9/26/14 12.87 26
9/27/12 12.35 28
9/27/13 10.97 40
9/27/14 12.87 22
9/28/12 12.35 34
9/28/13 10.97 22
9/28/14 12.87 24
9/29/12 12.35 26
9/29/13 10.97 24
9/29/14 12.87 26
9/30/12 12.35 22
9/30/13 10.97 30
9/30/14 12.87 30
COKE 01/01/12 12.73 22
01/01/13 13.13 22
01/01/14 13.27 22
01/01/15 11.53 24
01/02/12 12.73 22
01/02/13 13.13 28
01/02/14 13.27 22
01/02/15 11.53 30
01/03/12 12.73 26
01/03/13 13.13 28
01/03/14 13.27 26
01/03/15 11.53 20
01/04/12 12.73 26
01/04/13 13.13 30
01/04/14 13.27 22
01/04/15 11.53 28
01/05/12 12.73 36
01/05/13 13.13 20
01/05/14 13.27 26
01/05/15 11.53 36
01/06/12 12.73 38
01/06/13 13.13 24
01/06/14 13.27 30
01/06/15 11.53 30
01/07/12 12.73 24
01/07/13 13.13 32
01/07/14 13.27 38
01/07/15 11.53 30
01/08/12 12.73 26
01/08/13 13.13 36
01/08/14 13.27 38
01/08/15 11.53 42
01/09/12 12.73 34
01/09/13 13.13 34
01/09/14 13.27 38
01/09/15 11.53 42
01/10/12 12.73 40
01/10/13 13.13 32
01/10/14 13.27 38
01/10/15 11.53 24
01/11/12 12.73 32
01/11/13 13.13 36
01/11/14 13.27 28
01/11/15 11.53 20
01/12/12 12.73 32
01/12/13 13.13 22
01/12/14 13.27 22
01/12/15 11.53 38
02/01/12 12.73 28
02/01/13 13.13 34
02/01/14 13.27 26
02/01/15 11.53 18
02/02/12 12.73 18
02/02/13 13.13 22
02/02/14 13.27 24
02/02/15 11.53 26
02/03/12 12.73 20
02/03/13 13.13 24
02/03/14 13.27 30
02/03/15 11.53 24
02/04/12 12.73 12
02/04/13 13.13 32
02/04/14 13.27 34
02/04/15 11.53 24
02/05/12 12.73 12
02/05/13 13.13 38
02/05/14 13.27 36
02/05/15 11.53 24
02/06/12 12.73 26
02/06/13 13.13 36
02/06/14 13.27 38
02/06/15 11.53 26
02/07/12 12.73 18
02/07/13 13.13 38
02/07/14 13.27 30
02/07/15 11.53 26
02/08/12 12.73 20
02/08/13 13.13 34
02/08/14 13.27 26
02/08/15 11.53 24
02/09/12 12.73 28
02/09/13 13.13 26
02/09/14 13.27 14
02/09/15 11.53 44
02/10/12 12.73 26
02/10/13 13.13 28
02/10/14 13.27 26
02/10/15 11.53 38
02/11/12 12.73 26
02/11/13 13.13 30
02/11/14 13.27 20
02/11/15 11.53 36
02/12/12 12.73 26
02/12/13 13.13 24
02/12/14 13.27 22
02/12/15 11.53 38
03/01/12 12.73 32
03/01/13 12.64 38
15.50 178
03/01/14 13.27 26
03/01/15 11.53 26
03/02/12 12.73 34
03/02/13 13.13 18
03/02/14 13.27 26
03/02/15 11.53 38
03/03/12 12.73 26
03/03/13 13.13 22
03/03/14 13.27 32
03/03/15 11.53 36
03/04/12 12.73 26
03/04/13 13.13 30
03/04/14 13.27 28
03/04/15 11.53 38
03/05/12 12.73 34
03/05/13 13.13 28
03/05/14 13.27 28
03/05/15 11.53 32
03/06/12 12.73 26
03/06/13 13.13 30
03/06/14 13.27 24
03/06/15 11.53 30
03/07/12 12.73 34
03/07/13 13.13 28
03/07/14 13.27 24
03/07/15 11.53 22
03/08/12 12.73 28
03/08/13 13.13 28
03/08/14 13.27 24
03/08/15 11.53 22
03/09/12 12.73 34
03/09/13 13.13 22
03/09/14 13.27 22
03/09/15 11.53 38
03/10/12 12.73 22
03/10/13 13.13 24
03/10/14 13.27 32
03/10/15 11.53 36
03/11/12 12.73 20
03/11/13 13.13 32
03/11/14 13.27 24
03/11/15 11.53 36
03/12/12 12.73 34
03/12/13 13.13 32
03/12/14 13.27 24
03/12/15 11.53 32
04/01/12 12.73 20
04/01/13 13.13 32
04/01/14 13.27 24
04/01/15 11.53 30
04/02/12 12.73 26
04/02/13 13.13 18
04/02/14 13.27 32
04/02/15 11.53 30
04/03/12 12.73 26
04/03/13 13.13 26
04/03/14 13.27 24
04/03/15 11.53 30
04/04/12 12.73 22
04/04/13 13.13 24
04/04/14 13.27 24
04/04/15 11.53 24
04/05/12 12.73 26
04/05/13 13.13 30
04/05/14 13.27 20
04/05/15 11.53 20
04/06/12 12.73 28
04/06/13 13.13 18
04/06/14 13.27 16
04/06/15 11.53 22
04/07/12 12.73 26
04/07/13 13.13 24
04/07/14 13.27 30
04/07/15 11.53 20
04/08/12 12.73 20
04/08/13 13.13 30
04/08/14 13.27 32
04/08/15 11.53 30
04/09/12 12.73 30
04/09/13 13.13 26
04/09/14 13.27 28
04/09/15 11.53 36
04/10/12 12.73 28
04/10/13 13.13 28
04/10/14 13.27 32
04/10/15 11.53 38
04/11/12 12.73 34
04/11/13 13.13 30
04/11/14 13.27 26
04/11/15 11.53 24
04/12/12 12.73 30
04/12/13 13.13 28
04/12/14 13.27 20
04/12/15 11.53 22
05/01/12 11.49 22
05/01/13 13.08 26
05/01/14 12.14 24
05/01/15 12.66 24
05/02/12 11.49 24
05/02/13 13.08 28
05/02/14 12.14 36
05/02/15 12.66 12
05/03/12 11.49 32
05/03/13 13.08 28
05/03/14 12.14 26
05/03/15 12.66 18
05/04/12 11.49 30
05/04/13 13.08 22
05/04/14 12.14 24
05/04/15 12.66 26
05/05/12 11.49 20
05/05/13 13.08 26
05/05/14 12.14 28
05/05/15 12.66 34
05/06/12 11.49 24
05/06/13 13.08 26
05/06/14 12.14 34
05/06/15 12.66 30
05/07/12 11.49 34
05/07/13 13.08 32
05/07/14 12.14 28
05/07/15 12.66 26
05/08/12 11.49 36
05/08/13 13.08 26
05/08/14 12.14 28
05/08/15 12.66 28
05/09/12 11.49 32
05/09/13 13.08 28
05/09/14 12.14 30
05/09/15 12.66 26
05/10/12 11.49 36
05/10/13 13.08 34
05/10/14 12.14 28
05/10/15 12.66 26
05/11/12 11.49 36
05/11/13 13.08 26
05/11/14 12.14 22
05/11/15 12.66 28
05/12/12 11.49 26
05/12/13 13.08 22
05/12/14 12.14 28
05/12/15 12.66 26
06/01/12 11.49 34
06/01/13 13.08 18
06/01/14 12.14 26
06/01/15 12.66 18
06/02/12 11.49 22
06/02/13 13.08 24
06/02/14 12.14 36
06/02/15 12.66 26
06/03/12 11.49 22
06/03/13 13.08 26
06/03/14 12.14 34
06/03/15 12.66 26
06/04/12 11.49 28
06/04/13 13.08 26
06/04/14 12.14 30
06/04/15 12.66 34
06/05/12 11.49 24
06/05/13 13.08 26
06/05/14 12.14 30
06/05/15 12.66 34
06/06/12 11.49 28
06/06/13 13.08 32
06/06/14 12.14 36
06/06/15 12.66 20
06/07/12 11.49 36
06/07/13 13.08 26
06/07/14 12.14 28
06/07/15 12.66 24
06/08/12 11.49 34
06/08/13 13.08 26
06/08/14 12.14 28
06/08/15 12.66 26
06/09/12 11.49 24
06/09/13 13.08 20
06/09/14 12.14 34
06/09/15 12.66 26
06/10/12 11.49 24
06/10/13 13.08 32
06/10/14 12.14 20
06/10/15 12.66 30
06/11/12 11.49 34
06/11/13 13.08 34
06/11/14 12.14 26
06/11/15 12.66 30
06/12/12 11.49 36
06/12/13 13.08 30
06/12/14 12.14 24
06/12/15 12.66 30
07/01/12 11.49 24
07/01/13 13.08 26
07/01/14 12.14 30
07/01/15 12.66 28
07/02/12 11.49 38
07/02/13 13.08 32
07/02/14 12.14 34
07/02/15 12.66 26
07/03/12 11.49 36
07/03/13 13.08 28
07/03/14 12.14 34
07/03/15 12.66 28
07/04/12 11.49 30
07/04/13 13.08 34
07/04/14 12.14 32
07/04/15 12.66 18
07/05/12 11.49 36
07/05/13 13.08 34
07/05/14 12.14 28
07/05/15 12.66 24
07/06/12 11.49 30
07/06/13 13.08 24
07/06/14 12.14 20
07/06/15 12.66 26
07/07/12 11.49 28
07/07/13 13.08 20
07/07/14 12.14 32
07/07/15 12.66 28
07/08/12 11.49 28
07/08/13 13.08 30
07/08/14 12.14 32
07/08/15 12.66 28
07/09/12 11.49 38
07/09/13 13.08 34
07/09/14 12.14 32
07/09/15 12.66 28
07/10/12 11.49 30
07/10/13 13.08 34
07/10/14 12.14 36
07/10/15 12.66 34
07/11/12 11.49 36
07/11/13 13.08 32
07/11/14 12.14 34
07/11/15 12.66 24
07/12/12 11.49 34
07/12/13 13.08 28
07/12/14 12.14 22
07/12/15 12.66 22
08/01/12 11.49 38
08/01/13 13.08 26
08/01/14 12.14 32
08/01/15 12.66 26
08/02/12 11.49 34
08/02/13 13.08 32
08/02/14 12.14 22
08/02/15 12.66 18
08/03/12 11.49 38
08/03/13 13.08 28
08/03/14 12.14 28
08/03/15 12.66 34
08/04/12 11.49 22
08/04/13 13.08 18
08/04/14 12.14 32
08/04/15 12.66 34
08/05/12 11.49 22
08/05/13 13.08 34
08/05/14 12.14 32
08/05/15 12.66 28
08/06/12 11.49 38
08/06/13 13.08 32
08/06/14 12.14 36
08/06/15 12.66 34
08/07/12 11.49 32
08/07/13 13.08 26
08/07/14 12.14 36
08/07/15 12.66 30
08/08/12 11.49 38
08/08/13 13.08 30
08/08/14 12.14 32
08/08/15 12.66 26
08/09/12 11.49 32
08/09/13 13.08 32
08/09/14 12.14 20
08/09/15 12.66 24
08/10/12 11.49 38
08/10/13 13.08 20
08/10/14 12.14 24
08/10/15 12.66 34
08/11/12 11.49 22
08/11/13 13.08 20
08/11/14 12.14 32
08/11/15 12.66 34
08/12/12 11.49 28
08/12/13 13.08 34
08/12/14 12.14 30
08/12/15 12.66 26
09/01/12 12.35 18
09/01/13 10.97 30
09/01/14 12.87 30
09/01/15 12.19 36
09/02/12 12.35 18
09/02/13 10.97 34
09/02/14 12.87 30
09/02/15 12.19 30
09/03/12 12.35 34
09/03/13 10.97 38
09/03/14 12.87 28
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6/29/13 13.08 26
6/29/14 12.14 22
6/29/15 12.66 30
6/30/12 11.49 24
6/30/13 13.08 22
6/30/14 12.14 28
6/30/15 12.66 34
7/13/12 11.49 38
7/13/13 13.08 20
7/13/14 12.14 24
7/13/15 12.66 30
7/14/12 11.49 26
7/14/13 13.08 20
7/14/14 12.14 32
7/14/15 12.66 34
7/15/12 11.49 22
7/15/13 13.08 32
7/15/14 12.14 34
7/15/15 12.66 34
7/16/12 11.49 34
7/16/13 13.08 28
7/16/14 12.14 30
7/16/15 12.66 32
7/17/12 11.49 32
7/17/13 13.08 28
7/17/14 12.14 32
7/17/15 12.66 32
7/18/12 11.49 38
7/18/13 13.08 30
7/18/14 12.14 32
7/18/15 12.66 22
7/19/12 11.49 34
7/19/13 13.08 30
7/19/14 12.14 22
7/19/15 12.66 24
7/20/12 11.49 34
7/20/13 13.08 24
7/20/14 12.14 26
7/20/15 12.66 34
7/21/12 11.49 24
7/21/13 13.08 26
7/21/14 12.14 32
7/21/15 12.66 30
7/22/12 11.49 22
7/22/13 13.08 26
7/22/14 12.14 36
7/22/15 12.66 26
7/23/12 11.49 38
7/23/13 13.08 34
7/23/14 12.14 28
7/23/15 12.66 30
7/24/12 11.49 36
7/24/13 13.08 26
7/24/14 12.14 28
7/24/15 12.66 30
7/25/12 11.49 36
7/25/13 13.08 30
7/25/14 12.14 34
7/25/15 12.66 24
7/26/12 11.49 32
7/26/13 13.08 34
7/26/14 12.14 20
7/26/15 12.66 26
7/27/12 11.49 36
7/27/13 13.08 22
7/27/14 12.14 26
7/27/15 12.66 32
7/28/12 11.49 26
7/28/13 13.08 26
7/28/14 12.14 36
7/28/15 12.66 32
7/29/12 11.49 28
7/29/13 13.08 26
7/29/14 12.14 34
7/29/15 12.66 34
7/30/12 11.49 34
7/30/13 13.08 34
7/30/14 12.14 36
7/30/15 12.66 32
7/31/12 11.49 34
7/31/13 13.08 34
7/31/14 12.14 34
7/31/15 12.66 30
8/13/12 11.49 30
8/13/13 13.08 34
8/13/14 12.14 32
8/13/15 12.19 34
8/14/12 11.49 38
8/14/13 13.08 30
8/14/14 12.14 34
8/14/15 12.19 34
8/15/12 11.49 38
8/15/13 13.08 30
8/15/14 12.14 30
8/15/15 12.19 28
8/16/12 11.49 30
8/16/13 13.08 30
8/16/14 12.14 28
8/16/15 12.19 20
8/17/12 11.49 30
8/17/13 13.08 22
8/17/14 12.14 24
8/17/15 12.19 36
8/18/12 11.49 24
8/18/13 13.08 20
8/18/14 12.87 34
8/18/15 12.19 32
8/19/12 11.49 26
8/19/13 13.08 34
8/19/14 12.87 34
8/19/15 12.19 34
8/20/12 11.49 38
8/20/13 13.08 32
8/20/14 12.87 26
8/20/15 12.19 30
8/21/12 11.49 36
8/21/13 13.08 28
8/21/14 12.87 34
8/21/15 12.19 30
8/22/12 11.49 36
8/22/13 13.08 30
8/22/14 12.87 26
8/22/15 12.19 20
8/23/12 11.49 32
8/23/13 10.97 40
8/23/14 12.87 18
8/23/15 12.19 26
8/24/12 11.49 38
8/24/13 10.97 30
8/24/14 12.87 26
8/24/15 12.19 36
8/25/12 11.49 20
8/25/13 10.97 26
8/25/14 12.87 28
8/25/15 12.19 34
8/26/12 11.49 26
8/26/13 10.97 36
8/26/14 12.87 34
8/26/15 12.19 36
8/27/12 11.49 32
8/27/13 10.97 36
8/27/14 12.87 30
8/27/15 12.19 28
8/28/12 11.49 38
8/28/13 10.97 38
8/28/14 12.87 26
8/28/15 12.19 32
8/29/12 12.35 36
8/29/13 10.97 44
8/29/14 12.87 30
8/29/15 12.19 24
8/30/12 12.35 30
8/30/13 10.97 38
8/30/14 12.87 22
8/30/15 12.19 22
8/31/12 12.35 28
8/31/13 10.97 22
8/31/14 12.87 18
8/31/15 12.19 36
9/13/12 12.35 28
9/13/13 10.97 34
9/13/14 12.87 18
9/14/12 12.35 28
9/14/13 10.97 28
9/14/14 12.87 22
9/15/12 12.35 24
9/15/13 10.97 30
9/15/14 12.87 32
9/16/12 12.35 26
9/16/13 10.97 38
9/16/14 12.87 32
9/17/12 12.35 28
9/17/13 10.97 40
9/17/14 12.87 34
9/18/12 12.35 32
9/18/13 10.97 36
9/18/14 12.87 34
9/19/12 12.35 34
9/19/13 10.97 36
9/19/14 12.87 18
9/20/12 12.35 34
9/20/13 10.97 32
9/20/14 12.87 16
9/21/12 12.35 36
9/21/13 10.97 26
9/21/14 12.87 16
9/22/12 12.35 20
9/22/13 10.97 28
9/22/14 12.87 34
9/23/12 12.35 24
9/23/13 10.97 40
9/23/14 12.87 28
9/24/12 12.35 34
9/24/13 10.97 40
9/24/14 12.87 32
9/25/12 12.35 30
9/25/13 10.97 34
9/25/14 12.87 32
9/26/12 12.35 28
9/26/13 10.97 38
9/26/14 12.87 26
9/27/12 12.35 28
9/27/13 10.97 40
9/27/14 12.87 22
9/28/12 12.35 34
9/28/13 10.97 22
9/28/14 12.87 24
9/29/12 12.35 26
9/29/13 10.97 24
9/29/14 12.87 26
9/30/12 12.35 22
9/30/13 10.97 30
9/30/14 12.87 30
2052 2 BURGER 01/01/12 12.75 18
01/01/13 12.64 16
01/01/14 11.96 20
01/01/15 11.45 20
01/02/12 12.75 16
01/02/13 12.64 16
01/02/14 11.96 22
01/02/15 11.45 22
01/03/12 12.75 12
01/03/13 12.64 14
01/03/14 11.96 20
01/03/15 11.45 16
01/04/12 12.75 24
01/04/13 12.64 28
01/04/14 11.96 20
01/04/15 11.45 14
01/05/12 12.75 24
01/05/13 12.64 16
01/05/14 11.96 20
01/05/15 11.45 22
01/06/12 12.75 20
01/06/13 12.64 16
01/06/14 11.96 30
01/06/15 11.45 22
01/07/12 12.75 18
01/07/13 12.64 24
01/07/14 11.96 24
01/07/15 11.45 20
01/08/12 12.75 18
01/08/13 12.64 20
01/08/14 11.96 26
01/08/15 11.45 30
01/09/12 12.75 24
01/09/13 12.64 26
01/09/14 11.96 22
01/09/15 11.45 26
01/10/12 12.75 28
01/10/13 12.64 24
01/10/14 11.96 30
01/10/15 11.45 20
01/11/12 12.75 26
01/11/13 12.64 24
01/11/14 11.96 24
01/11/15 11.45 22
01/12/12 12.75 26
01/12/13 12.64 18
01/12/14 11.96 24
01/12/15 11.45 28
02/01/12 12.75 20
02/01/13 12.64 24
02/01/14 11.96 20
02/01/15 11.45 14
02/02/12 12.75 18
02/02/13 12.64 14
02/02/14 11.96 16
02/02/15 11.45 16
02/03/12 12.75 16
02/03/13 12.64 20
02/03/14 11.96 22
02/03/15 11.45 18
02/04/12 12.75 16
02/04/13 12.64 22
02/04/14 11.96 28
02/04/15 11.45 16
02/05/12 12.75 8
02/05/13 12.64 20
02/05/14 11.96 28
02/05/15 11.45 22
02/06/12 12.75 12
02/06/13 12.64 22
02/06/14 11.96 24
02/06/15 11.45 18
02/07/12 12.75 18
02/07/13 12.64 20
02/07/14 11.96 30
02/07/15 11.45 16
02/08/12 12.75 16
02/08/13 12.64 22
02/08/14 11.96 20
02/08/15 11.45 20
02/09/12 12.75 16
02/09/13 12.64 16
02/09/14 11.96 10
02/09/15 11.45 24
02/10/12 12.75 20
02/10/13 12.64 16
02/10/14 11.96 20
02/10/15 11.45 24
02/11/12 12.75 14
02/11/13 12.64 26
02/11/14 11.96 16
02/11/15 11.45 30
02/12/12 12.75 16
02/12/13 12.64 24
02/12/14 11.96 16
02/12/15 11.45 28
03/01/12 12.75 20
03/01/13 13.13 56
13.41 80
03/01/14 11.96 12
03/01/15 11.45 16
03/02/12 12.75 24
03/02/13 12.64 20
03/02/14 11.96 18
03/02/15 11.45 20
03/03/12 12.75 12
03/03/13 12.64 20
03/03/14 11.96 24
03/03/15 11.45 22
03/04/12 12.75 18
03/04/13 12.64 20
03/04/14 11.96 24
03/04/15 11.45 22
03/05/12 12.75 22
03/05/13 12.64 24
03/05/14 11.96 24
03/05/15 11.45 26
03/06/12 12.75 16
03/06/13 12.64 22
03/06/14 11.96 18
03/06/15 11.45 24
03/07/12 12.75 24
03/07/13 12.64 18
03/07/14 11.96 26
03/07/15 11.45 22
03/08/12 12.75 20
03/08/13 12.64 20
03/08/14 11.96 14
03/08/15 11.45 20
03/09/12 12.75 20
03/09/13 12.64 18
03/09/14 11.96 16
03/09/15 11.45 24
03/10/12 12.75 18
03/10/13 12.64 18
03/10/14 11.96 26
03/10/15 11.45 24
03/11/12 12.75 18
03/11/13 12.64 22
03/11/14 11.96 20
03/11/15 11.45 28
03/12/12 12.75 20
03/12/13 12.64 16
03/12/14 11.96 26
03/12/15 11.45 28
04/01/12 12.75 18
04/01/13 12.64 18
04/01/14 11.96 20
04/01/15 11.45 20
04/02/12 12.75 18
04/02/13 12.64 12
04/02/14 11.96 24
04/02/15 11.45 26
04/03/12 12.75 20
04/03/13 12.64 20
04/03/14 11.96 22
04/03/15 11.45 28
04/04/12 12.75 16
04/04/13 12.64 14
04/04/14 11.96 16
04/04/15 11.45 16
04/05/12 12.75 12
04/05/13 12.64 20
04/05/14 11.96 16
04/05/15 11.45 10
04/06/12 12.75 22
04/06/13 12.64 16
04/06/14 11.96 14
04/06/15 11.45 20
04/07/12 12.75 20
04/07/13 12.64 12
04/07/14 11.96 22
04/07/15 11.45 22
04/08/12 12.75 16
04/08/13 12.64 20
04/08/14 11.96 18
04/08/15 11.45 26
04/09/12 12.75 16
04/09/13 12.64 20
04/09/14 11.96 24
04/09/15 11.45 26
04/10/12 12.75 18
04/10/13 12.64 16
04/10/14 11.96 22
04/10/15 11.45 24
04/11/12 12.75 16
04/11/13 12.64 16
04/11/14 11.96 20
04/11/15 11.45 22
04/12/12 12.75 24
04/12/13 12.64 16
04/12/14 11.96 12
04/12/15 11.45 16
05/01/12 11.36 22
05/01/13 12.72 18
05/01/14 11.34 20
05/01/15 12.26 18
05/02/12 11.36 20
05/02/13 12.72 24
05/02/14 11.34 28
05/02/15 12.26 14
05/03/12 11.36 26
05/03/13 12.72 22
05/03/14 11.34 16
05/03/15 12.26 8
05/04/12 11.36 26
05/04/13 12.72 16
05/04/14 11.34 16
05/04/15 12.26 26
05/05/12 11.36 16
05/05/13 12.72 12
05/05/14 11.34 22
05/05/15 12.26 18
05/06/12 11.36 20
05/06/13 12.72 24
05/06/14 11.34 20
05/06/15 12.26 20
05/07/12 11.36 26
05/07/13 12.72 16
05/07/14 11.34 20
05/07/15 12.26 20
05/08/12 11.36 20
05/08/13 12.72 20
05/08/14 11.34 26
05/08/15 12.26 20
05/09/12 11.36 24
05/09/13 12.72 24
05/09/14 11.34 26
05/09/15 12.26 14
05/10/12 11.36 22
05/10/13 12.72 20
05/10/14 11.34 22
05/10/15 12.26 18
05/11/12 11.36 24
05/11/13 12.72 14
05/11/14 11.34 14
05/11/15 12.26 22
05/12/12 11.36 22
05/12/13 12.72 14
05/12/14 11.34 28
05/12/15 12.26 24
06/01/12 11.36 28
06/01/13 12.72 16
06/01/14 11.34 14
06/01/15 12.26 20
06/02/12 11.36 16
06/02/13 12.72 14
06/02/14 11.34 28
06/02/15 12.26 18
06/03/12 11.36 20
06/03/13 12.72 24
06/03/14 11.34 26
06/03/15 12.26 20
06/04/12 11.36 16
06/04/13 12.72 22
06/04/14 11.34 24
06/04/15 12.26 22
06/05/12 11.36 14
06/05/13 12.72 24
06/05/14 11.34 26
06/05/15 12.26 22
06/06/12 11.36 20
06/06/13 12.72 20
06/06/14 11.34 28
06/06/15 12.26 14
06/07/12 11.36 22
06/07/13 12.72 20
06/07/14 11.34 20
06/07/15 12.26 16
06/08/12 11.36 22
06/08/13 12.72 18
06/08/14 11.34 14
06/08/15 12.26 26
06/09/12 11.36 16
06/09/13 12.72 16
06/09/14 11.34 20
06/09/15 12.26 26
06/10/12 11.36 14
06/10/13 12.72 24
06/10/14 11.34 18
06/10/15 12.26 24
06/11/12 11.36 20
06/11/13 12.72 16
06/11/14 11.34 22
06/11/15 12.26 18
06/12/12 11.36 20
06/12/13 12.72 16
06/12/14 11.34 14
06/12/15 12.26 18
07/01/12 11.36 20
07/01/13 12.72 22
07/01/14 11.34 20
07/01/15 12.26 26
07/02/12 11.36 22
07/02/13 12.72 18
07/02/14 11.34 22
07/02/15 12.26 20
07/03/12 11.36 28
07/03/13 12.72 20
07/03/14 11.34 20
07/03/15 12.26 20
07/04/12 11.36 26
07/04/13 12.72 22
07/04/14 11.34 24
07/04/15 12.26 16
07/05/12 11.36 20
07/05/13 12.72 16
07/05/14 11.34 14
07/05/15 12.26 16
07/06/12 11.36 22
07/06/13 12.72 20
07/06/14 11.34 14
07/06/15 12.26 26
07/07/12 11.36 18
07/07/13 12.72 20
07/07/14 11.34 24
07/07/15 12.26 24
07/08/12 11.36 16
07/08/13 12.72 16
07/08/14 11.34 26
07/08/15 12.26 24
07/09/12 11.36 22
07/09/13 12.72 20
07/09/14 11.34 22
07/09/15 12.26 20
07/10/12 11.36 20
07/10/13 12.72 18
07/10/14 11.34 28
07/10/15 12.26 24
07/11/12 11.36 24
07/11/13 12.72 24
07/11/14 11.34 28
07/11/15 12.26 14
07/12/12 11.36 24
07/12/13 12.72 18
07/12/14 11.34 22
07/12/15 12.26 16
08/01/12 11.36 24
08/01/13 12.72 16
08/01/14 11.34 24
08/01/15 12.26 14
08/02/12 11.36 22
08/02/13 12.72 28
08/02/14 11.34 22
08/02/15 12.26 12
08/03/12 11.36 24
08/03/13 12.72 14
08/03/14 11.34 22
08/03/15 12.26 20
08/04/12 11.36 22
08/04/13 12.72 16
08/04/14 11.34 26
08/04/15 12.26 18
08/05/12 11.36 22
08/05/13 12.72 20
08/05/14 11.34 28
08/05/15 12.26 22
08/06/12 11.36 28
08/06/13 12.72 18
08/06/14 11.34 20
08/06/15 12.26 20
08/07/12 11.36 22
08/07/13 12.72 18
08/07/14 11.34 24
08/07/15 12.26 24
08/08/12 11.36 24
08/08/13 12.72 22
08/08/14 11.34 24
08/08/15 12.26 16
08/09/12 11.36 28
08/09/13 12.72 24
08/09/14 11.34 16
08/09/15 12.26 14
08/10/12 11.36 24
08/10/13 12.72 12
08/10/14 11.34 16
08/10/15 12.26 20
08/11/12 11.36 14
08/11/13 12.72 20
08/11/14 11.34 26
08/11/15 12.26 24
08/12/12 11.36 20
08/12/13 12.72 16
08/12/14 11.34 22
08/12/15 12.26 18
09/01/12 12.49 20
09/01/13 10.12 24
09/01/14 12.85 18
09/01/15 11.50 20
09/02/12 12.49 14
09/02/13 10.12 22
09/02/14 12.85 20
09/02/15 11.50 24
09/03/12 12.49 18
09/03/13 10.12 26
09/03/14 12.85 22
09/03/15 11.50 16
09/04/12 12.49 24
09/04/13 10.12 24
09/04/14 12.85 20
09/04/15 11.50 14
09/05/12 12.49 16
09/05/13 10.12 30
09/05/14 12.85 16
09/05/15 11.50 20
09/06/12 12.49 22
09/06/13 10.12 22
09/06/14 12.85 18
09/06/15 11.50 26
09/07/12 12.49 24
09/07/13 10.12 20
09/07/14 12.85 12
09/07/15 11.50 20
09/08/12 12.49 14
09/08/13 10.12 22
09/08/14 12.85 20
09/08/15 11.50 26
09/09/12 12.49 18
09/09/13 10.12 24
09/09/14 12.85 16
09/09/15 11.50 18
09/10/12 12.49 16
09/10/13 10.12 24
09/10/14 12.85 18
09/10/15 11.50 18
09/11/12 12.49 20
09/11/13 10.12 22
09/11/14 12.85 20
09/12/12 12.49 20
09/12/13 10.12 22
09/12/14 12.85 16
1/13/12 12.75 26
1/13/13 12.64 18
1/13/14 11.96 24
1/13/15 11.45 28
1/14/12 12.75 20
1/14/13 12.64 26
1/14/14 11.96 26
1/14/15 11.45 30
1/15/12 12.75 18
1/15/13 12.64 26
1/15/14 11.96 26
1/15/15 11.45 28
1/16/12 12.75 28
1/16/13 12.64 24
1/16/14 11.96 26
1/16/15 11.45 22
1/17/12 12.75 22
1/17/13 12.64 22
1/17/14 11.96 24
1/17/15 11.45 22
1/18/12 12.75 24
1/18/13 12.64 20
1/18/14 11.96 18
1/18/15 11.45 22
1/19/12 12.75 24
1/19/13 12.64 18
1/19/14 11.96 16
1/19/15 11.45 22
1/20/12 12.75 22
1/20/13 12.64 14
1/20/14 11.96 22
1/20/15 11.45 28
1/21/12 12.75 22
1/21/13 12.64 26
1/21/14 11.96 28
1/21/15 11.45 30
1/22/12 12.75 16
1/22/13 12.64 18
1/22/14 11.96 24
1/22/15 11.45 24
1/23/12 12.75 20
1/23/13 12.64 18
1/23/14 11.96 24
1/23/15 11.45 22
1/24/12 12.75 26
1/24/13 12.64 20
1/24/14 11.96 30
1/24/15 11.45 20
1/25/12 12.75 26
1/25/13 12.64 20
1/25/14 11.96 20
1/25/15 11.45 18
1/26/12 12.75 26
1/26/13 12.64 16
1/26/14 11.96 22
1/26/15 11.45 20
1/27/12 12.75 18
1/27/13 12.64 14
1/27/14 11.96 24
1/27/15 11.45 22
1/28/12 12.75 14
1/28/13 12.64 14
1/28/14 11.96 24
1/28/15 11.45 20
1/29/12 12.75 14
1/29/13 12.64 28
1/29/14 11.96 22
1/29/15 11.45 20
1/30/12 12.75 22
1/30/13 12.64 28
1/30/14 11.96 18
1/30/15 11.45 26
1/31/12 12.75 16
1/31/13 12.64 24
1/31/14 11.96 18
1/31/15 11.45 16
10/01/12 12.49 20
10/01/13 10.12 20
10/01/14 12.85 18
10/02/12 12.49 12
10/02/13 10.12 16
10/02/14 12.85 14
10/03/12 12.49 16
10/03/13 10.12 24
10/03/14 12.85 18
10/04/12 12.49 12
10/04/13 10.12 16
10/04/14 12.85 12
10/05/12 12.49 16
10/05/13 10.12 18
10/05/14 12.85 14
10/06/12 12.49 10
10/06/13 10.12 18
10/06/14 12.85 14
10/07/12 12.49 10
10/07/13 10.12 22
10/07/14 12.85 18
10/08/12 12.49 20
10/08/13 10.12 22
10/08/14 12.85 26
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8/26/12 11.36 20
8/26/13 10.12 30
8/26/14 12.85 18
8/26/15 11.50 26
8/27/12 11.36 24
8/27/13 10.12 30
8/27/14 12.85 22
8/27/15 11.50 22
8/28/12 11.36 26
8/28/13 10.12 34
8/28/14 12.85 16
8/28/15 11.50 18
8/29/12 12.49 24
8/29/13 10.12 28
8/29/14 12.85 24
8/29/15 11.50 20
8/30/12 12.49 18
8/30/13 10.12 34
8/30/14 12.85 18
8/30/15 11.50 16
8/31/12 12.49 24
8/31/13 10.12 22
8/31/14 12.85 18
8/31/15 11.50 26
9/13/12 12.49 22
9/13/13 10.12 24
9/13/14 12.85 16
9/14/12 12.49 16
9/14/13 10.12 24
9/14/14 12.85 16
9/15/12 12.49 20
9/15/13 10.12 22
9/15/14 12.85 18
9/16/12 12.49 18
9/16/13 10.12 26
9/16/14 12.85 24
9/17/12 12.49 22
9/17/13 10.12 30
9/17/14 12.85 22
9/18/12 12.49 16
9/18/13 10.12 28
9/18/14 12.85 18
9/19/12 12.49 16
9/19/13 10.12 24
9/19/14 12.85 16
9/20/12 12.49 22
9/20/13 10.12 24
9/20/14 12.85 8
9/21/12 12.49 18
9/21/13 10.12 24
9/21/14 12.85 12
9/22/12 12.49 16
9/22/13 10.12 20
9/22/14 12.85 24
9/23/12 12.49 14
9/23/13 10.12 30
9/23/14 12.85 20
9/24/12 12.49 18
9/24/13 10.12 28
9/24/14 12.85 22
9/25/12 12.49 18
9/25/13 10.12 24
9/25/14 12.85 22
9/26/12 12.49 20
9/26/13 10.12 26
9/26/14 12.85 18
9/27/12 12.49 18
9/27/13 10.12 28
9/27/14 12.85 18
9/28/12 12.49 18
9/28/13 10.12 20
9/28/14 12.85 18
9/29/12 12.49 12
9/29/13 10.12 16
9/29/14 12.85 20
9/30/12 12.49 20
9/30/13 10.12 24
9/30/14 12.85 20
LEMONADE 01/01/12 12.75 18
01/01/13 12.64 16
01/01/14 11.96 20
01/01/15 11.45 20
01/02/12 12.75 16
01/02/13 12.64 16
01/02/14 11.96 22
01/02/15 11.45 22
01/03/12 12.75 12
01/03/13 12.64 14
01/03/14 11.96 20
01/03/15 11.45 16
01/04/12 12.75 24
01/04/13 12.64 28
01/04/14 11.96 20
01/04/15 11.45 14
01/05/12 12.75 24
01/05/13 12.64 16
01/05/14 11.96 20
01/05/15 11.45 22
01/06/12 12.75 20
01/06/13 12.64 16
01/06/14 11.96 30
01/06/15 11.45 22
01/07/12 12.75 18
01/07/13 12.64 24
01/07/14 11.96 24
01/07/15 11.45 20
01/08/12 12.75 18
01/08/13 12.64 20
01/08/14 11.96 26
01/08/15 11.45 30
01/09/12 12.75 24
01/09/13 12.64 26
01/09/14 11.96 22
01/09/15 11.45 26
01/10/12 12.75 28
01/10/13 12.64 24
01/10/14 11.96 30
01/10/15 11.45 20
01/11/12 12.75 26
01/11/13 12.64 24
01/11/14 11.96 24
01/11/15 11.45 22
01/12/12 12.75 26
01/12/13 12.64 18
01/12/14 11.96 24
01/12/15 11.45 28
02/01/12 12.75 20
02/01/13 12.64 24
02/01/14 11.96 20
02/01/15 11.45 14
02/02/12 12.75 18
02/02/13 12.64 14
02/02/14 11.96 16
02/02/15 11.45 16
02/03/12 12.75 16
02/03/13 12.64 20
02/03/14 11.96 22
02/03/15 11.45 18
02/04/12 12.75 16
02/04/13 12.64 22
02/04/14 11.96 28
02/04/15 11.45 16
02/05/12 12.75 8
02/05/13 12.64 20
02/05/14 11.96 28
02/05/15 11.45 22
02/06/12 12.75 12
02/06/13 12.64 22
02/06/14 11.96 24
02/06/15 11.45 18
02/07/12 12.75 18
02/07/13 12.64 20
02/07/14 11.96 30
02/07/15 11.45 16
02/08/12 12.75 16
02/08/13 12.64 22
02/08/14 11.96 20
02/08/15 11.45 20
02/09/12 12.75 16
02/09/13 12.64 16
02/09/14 11.96 10
02/09/15 11.45 24
02/10/12 12.75 20
02/10/13 12.64 16
02/10/14 11.96 20
02/10/15 11.45 24
02/11/12 12.75 14
02/11/13 12.64 26
02/11/14 11.96 16
02/11/15 11.45 30
02/12/12 12.75 16
02/12/13 12.64 24
02/12/14 11.96 16
02/12/15 11.45 28
03/01/12 12.75 20
03/01/13 13.13 56
13.41 80
03/01/14 11.96 12
03/01/15 11.45 16
03/02/12 12.75 24
03/02/13 12.64 20
03/02/14 11.96 18
03/02/15 11.45 20
03/03/12 12.75 12
03/03/13 12.64 20
03/03/14 11.96 24
03/03/15 11.45 22
03/04/12 12.75 18
03/04/13 12.64 20
03/04/14 11.96 24
03/04/15 11.45 22
03/05/12 12.75 22
03/05/13 12.64 24
03/05/14 11.96 24
03/05/15 11.45 26
03/06/12 12.75 16
03/06/13 12.64 22
03/06/14 11.96 18
03/06/15 11.45 24
03/07/12 12.75 24
03/07/13 12.64 18
03/07/14 11.96 26
03/07/15 11.45 22
03/08/12 12.75 20
03/08/13 12.64 20
03/08/14 11.96 14
03/08/15 11.45 20
03/09/12 12.75 20
03/09/13 12.64 18
03/09/14 11.96 16
03/09/15 11.45 24
03/10/12 12.75 18
03/10/13 12.64 18
03/10/14 11.96 26
03/10/15 11.45 24
03/11/12 12.75 18
03/11/13 12.64 22
03/11/14 11.96 20
03/11/15 11.45 28
03/12/12 12.75 20
03/12/13 12.64 16
03/12/14 11.96 26
03/12/15 11.45 28
04/01/12 12.75 18
04/01/13 12.64 18
04/01/14 11.96 20
04/01/15 11.45 20
04/02/12 12.75 18
04/02/13 12.64 12
04/02/14 11.96 24
04/02/15 11.45 26
04/03/12 12.75 20
04/03/13 12.64 20
04/03/14 11.96 22
04/03/15 11.45 28
04/04/12 12.75 16
04/04/13 12.64 14
04/04/14 11.96 16
04/04/15 11.45 16
04/05/12 12.75 12
04/05/13 12.64 20
04/05/14 11.96 16
04/05/15 11.45 10
04/06/12 12.75 22
04/06/13 12.64 16
04/06/14 11.96 14
04/06/15 11.45 20
04/07/12 12.75 20
04/07/13 12.64 12
04/07/14 11.96 22
04/07/15 11.45 22
04/08/12 12.75 16
04/08/13 12.64 20
04/08/14 11.96 18
04/08/15 11.45 26
04/09/12 12.75 16
04/09/13 12.64 20
04/09/14 11.96 24
04/09/15 11.45 26
04/10/12 12.75 18
04/10/13 12.64 16
04/10/14 11.96 22
04/10/15 11.45 24
04/11/12 12.75 16
04/11/13 12.64 16
04/11/14 11.96 20
04/11/15 11.45 22
04/12/12 12.75 24
04/12/13 12.64 16
04/12/14 11.96 12
04/12/15 11.45 16
05/01/12 11.36 22
05/01/13 12.72 18
05/01/14 11.34 20
05/01/15 12.26 18
05/02/12 11.36 20
05/02/13 12.72 24
05/02/14 11.34 28
05/02/15 12.26 14
05/03/12 11.36 26
05/03/13 12.72 22
05/03/14 11.34 16
05/03/15 12.26 8
05/04/12 11.36 26
05/04/13 12.72 16
05/04/14 11.34 16
05/04/15 12.26 26
05/05/12 11.36 16
05/05/13 12.72 12
05/05/14 11.34 22
05/05/15 12.26 18
05/06/12 11.36 20
05/06/13 12.72 24
05/06/14 11.34 20
05/06/15 12.26 20
05/07/12 11.36 26
05/07/13 12.72 16
05/07/14 11.34 20
05/07/15 12.26 20
05/08/12 11.36 20
05/08/13 12.72 20
05/08/14 11.34 26
05/08/15 12.26 20
05/09/12 11.36 24
05/09/13 12.72 24
05/09/14 11.34 26
05/09/15 12.26 14
05/10/12 11.36 22
05/10/13 12.72 20
05/10/14 11.34 22
05/10/15 12.26 18
05/11/12 11.36 24
05/11/13 12.72 14
05/11/14 11.34 14
05/11/15 12.26 22
05/12/12 11.36 22
05/12/13 12.72 14
05/12/14 11.34 28
05/12/15 12.26 24
06/01/12 11.36 28
06/01/13 12.72 16
06/01/14 11.34 14
06/01/15 12.26 20
06/02/12 11.36 16
06/02/13 12.72 14
06/02/14 11.34 28
06/02/15 12.26 18
06/03/12 11.36 20
06/03/13 12.72 24
06/03/14 11.34 26
06/03/15 12.26 20
06/04/12 11.36 16
06/04/13 12.72 22
06/04/14 11.34 24
06/04/15 12.26 22
06/05/12 11.36 14
06/05/13 12.72 24
06/05/14 11.34 26
06/05/15 12.26 22
06/06/12 11.36 20
06/06/13 12.72 20
06/06/14 11.34 28
06/06/15 12.26 14
06/07/12 11.36 22
06/07/13 12.72 20
06/07/14 11.34 20
06/07/15 12.26 16
06/08/12 11.36 22
06/08/13 12.72 18
06/08/14 11.34 14
06/08/15 12.26 26
06/09/12 11.36 16
06/09/13 12.72 16
06/09/14 11.34 20
06/09/15 12.26 26
06/10/12 11.36 14
06/10/13 12.72 24
06/10/14 11.34 18
06/10/15 12.26 24
06/11/12 11.36 20
06/11/13 12.72 16
06/11/14 11.34 22
06/11/15 12.26 18
06/12/12 11.36 20
06/12/13 12.72 16
06/12/14 11.34 14
06/12/15 12.26 18
07/01/12 11.36 20
07/01/13 12.72 22
07/01/14 11.34 20
07/01/15 12.26 26
07/02/12 11.36 22
07/02/13 12.72 18
07/02/14 11.34 22
07/02/15 12.26 20
07/03/12 11.36 28
07/03/13 12.72 20
07/03/14 11.34 20
07/03/15 12.26 20
07/04/12 11.36 26
07/04/13 12.72 22
07/04/14 11.34 24
07/04/15 12.26 16
07/05/12 11.36 20
07/05/13 12.72 16
07/05/14 11.34 14
07/05/15 12.26 16
07/06/12 11.36 22
07/06/13 12.72 20
07/06/14 11.34 14
07/06/15 12.26 26
07/07/12 11.36 18
07/07/13 12.72 20
07/07/14 11.34 24
07/07/15 12.26 24
07/08/12 11.36 16
07/08/13 12.72 16
07/08/14 11.34 26
07/08/15 12.26 24
07/09/12 11.36 22
07/09/13 12.72 20
07/09/14 11.34 22
07/09/15 12.26 20
07/10/12 11.36 20
07/10/13 12.72 18
07/10/14 11.34 28
07/10/15 12.26 24
07/11/12 11.36 24
07/11/13 12.72 24
07/11/14 11.34 28
07/11/15 12.26 14
07/12/12 11.36 24
07/12/13 12.72 18
07/12/14 11.34 22
07/12/15 12.26 16
08/01/12 11.36 24
08/01/13 12.72 16
08/01/14 11.34 24
08/01/15 12.26 14
08/02/12 11.36 22
08/02/13 12.72 28
08/02/14 11.34 22
08/02/15 12.26 12
08/03/12 11.36 24
08/03/13 12.72 14
08/03/14 11.34 22
08/03/15 12.26 20
08/04/12 11.36 22
08/04/13 12.72 16
08/04/14 11.34 26
08/04/15 12.26 18
08/05/12 11.36 22
08/05/13 12.72 20
08/05/14 11.34 28
08/05/15 12.26 22
08/06/12 11.36 28
08/06/13 12.72 18
08/06/14 11.34 20
08/06/15 12.26 20
08/07/12 11.36 22
08/07/13 12.72 18
08/07/14 11.34 24
08/07/15 12.26 24
08/08/12 11.36 24
08/08/13 12.72 22
08/08/14 11.34 24
08/08/15 12.26 16
08/09/12 11.36 28
08/09/13 12.72 24
08/09/14 11.34 16
08/09/15 12.26 14
08/10/12 11.36 24
08/10/13 12.72 12
08/10/14 11.34 16
08/10/15 12.26 20
08/11/12 11.36 14
08/11/13 12.72 20
08/11/14 11.34 26
08/11/15 12.26 24
08/12/12 11.36 20
08/12/13 12.72 16
08/12/14 11.34 22
08/12/15 12.26 18
09/01/12 12.49 20
09/01/13 10.12 24
09/01/14 12.85 18
09/01/15 11.50 20
09/02/12 12.49 14
09/02/13 10.12 22
09/02/14 12.85 20
09/02/15 11.50 24
09/03/12 12.49 18
09/03/13 10.12 26
09/03/14 12.85 22
09/03/15 11.50 16
09/04/12 12.49 24
09/04/13 10.12 24
09/04/14 12.85 20
09/04/15 11.50 14
09/05/12 12.49 16
09/05/13 10.12 30
09/05/14 12.85 16
09/05/15 11.50 20
09/06/12 12.49 22
09/06/13 10.12 22
09/06/14 12.85 18
09/06/15 11.50 26
09/07/12 12.49 24
09/07/13 10.12 20
09/07/14 12.85 12
09/07/15 11.50 20
09/08/12 12.49 14
09/08/13 10.12 22
09/08/14 12.85 20
09/08/15 11.50 26
09/09/12 12.49 18
09/09/13 10.12 24
09/09/14 12.85 16
09/09/15 11.50 18
09/10/12 12.49 16
09/10/13 10.12 24
09/10/14 12.85 18
09/10/15 11.50 18
09/11/12 12.49 20
09/11/13 10.12 22
09/11/14 12.85 20
09/12/12 12.49 20
09/12/13 10.12 22
09/12/14 12.85 16
1/13/12 12.75 26
1/13/13 12.64 18
1/13/14 11.96 24
1/13/15 11.45 28
1/14/12 12.75 20
1/14/13 12.64 26
1/14/14 11.96 26
1/14/15 11.45 30
1/15/12 12.75 18
1/15/13 12.64 26
1/15/14 11.96 26
1/15/15 11.45 28
1/16/12 12.75 28
1/16/13 12.64 24
1/16/14 11.96 26
1/16/15 11.45 22
1/17/12 12.75 22
1/17/13 12.64 22
1/17/14 11.96 24
1/17/15 11.45 22
1/18/12 12.75 24
1/18/13 12.64 20
1/18/14 11.96 18
1/18/15 11.45 22
1/19/12 12.75 24
1/19/13 12.64 18
1/19/14 11.96 16
1/19/15 11.45 22
1/20/12 12.75 22
1/20/13 12.64 14
1/20/14 11.96 22
1/20/15 11.45 28
1/21/12 12.75 22
1/21/13 12.64 26
1/21/14 11.96 28
1/21/15 11.45 30
1/22/12 12.75 16
1/22/13 12.64 18
1/22/14 11.96 24
1/22/15 11.45 24
1/23/12 12.75 20
1/23/13 12.64 18
1/23/14 11.96 24
1/23/15 11.45 22
1/24/12 12.75 26
1/24/13 12.64 20
1/24/14 11.96 30
1/24/15 11.45 20
1/25/12 12.75 26
1/25/13 12.64 20
1/25/14 11.96 20
1/25/15 11.45 18
1/26/12 12.75 26
1/26/13 12.64 16
1/26/14 11.96 22
1/26/15 11.45 20
1/27/12 12.75 18
1/27/13 12.64 14
1/27/14 11.96 24
1/27/15 11.45 22
1/28/12 12.75 14
1/28/13 12.64 14
1/28/14 11.96 24
1/28/15 11.45 20
1/29/12 12.75 14
1/29/13 12.64 28
1/29/14 11.96 22
1/29/15 11.45 20
1/30/12 12.75 22
1/30/13 12.64 28
1/30/14 11.96 18
1/30/15 11.45 26
1/31/12 12.75 16
1/31/13 12.64 24
1/31/14 11.96 18
1/31/15 11.45 16
10/01/12 12.49 20
10/01/13 10.12 20
10/01/14 12.85 18
10/02/12 12.49 12
10/02/13 10.12 16
10/02/14 12.85 14
10/03/12 12.49 16
10/03/13 10.12 24
10/03/14 12.85 18
10/04/12 12.49 12
10/04/13 10.12 16
10/04/14 12.85 12
10/05/12 12.49 16
10/05/13 10.12 18
10/05/14 12.85 14
10/06/12 12.49 10
10/06/13 10.12 18
10/06/14 12.85 14
10/07/12 12.49 10
10/07/13 10.12 22
10/07/14 12.85 18
10/08/12 12.49 20
10/08/13 10.12 22
10/08/14 12.85 26
10/09/12 12.49 18
10/09/13 10.12 26
10/09/14 12.85 22
10/10/12 12.49 24
10/10/13 10.12 22
10/10/14 12.85 24
10/11/12 12.49 20
10/11/13 10.12 22
10/11/14 12.85 18
10/12/12 12.49 18
10/12/13 10.12 24
10/12/14 12.85 20
10/13/12 12.49 18
10/13/13 10.12 24
10/13/14 12.85 18
10/14/12 12.49 20
10/14/13 10.12 26
10/14/14 12.85 16
10/15/12 12.49 20
10/15/13 10.12 22
10/15/14 12.85 20
10/16/12 12.49 16
10/16/13 10.12 22
10/16/14 12.85 16
10/17/12 12.49 24
10/17/13 10.12 28
10/17/14 12.85 18
10/18/12 12.49 18
10/18/13 10.12 30
10/18/14 12.85 18
10/19/12 12.49 16
10/19/13 10.12 20
10/19/14 12.85 14
10/20/12 12.49 12
10/20/13 10.12 22
10/20/14 12.85 16
10/21/12 12.49 16
10/21/13 10.12 26
10/21/14 12.85 20
10/22/12 12.49 18
10/22/13 10.12 28
10/22/14 12.85 20
10/23/12 12.49 22
10/23/13 10.12 28
10/23/14 12.85 16
10/24/12 12.49 20
10/24/13 10.12 28
10/24/14 12.85 20
10/25/12 12.49 16
10/25/13 10.12 24
10/25/14 12.85 18
10/26/12 12.49 20
10/26/13 10.12 16
10/26/14 12.85 20
10/27/12 12.49 14
10/27/13 10.12 16
10/27/14 12.85 18
10/28/12 12.49 16
10/28/13 10.12 30
10/28/14 12.85 22
10/29/12 12.49 18
10/29/13 10.12 24
10/29/14 12.85 22
10/30/12 12.49 20
10/30/13 10.12 24
10/30/14 12.85 16
10/31/12 12.49 22
10/31/13 10.12 30
10/31/14 12.85 16
11/01/12 12.49 18
11/01/13 10.12 28
11/01/14 12.85 18
11/02/12 12.49 20
11/02/13 10.12 18
11/02/14 12.85 18
11/03/12 12.49 18
11/03/13 10.12 18
11/03/14 12.85 16
11/04/12 12.49 12
11/04/13 10.12 24
11/04/14 12.85 20
11/05/12 12.49 20
11/05/13 10.12 28
11/05/14 12.85 22
11/06/12 12.49 16
11/06/13 10.12 28
11/06/14 12.85 22
11/07/12 12.49 24
11/07/13 10.12 22
11/07/14 12.85 24
11/08/12 12.49 24
11/08/13 10.12 26
11/08/14 12.85 18
11/09/12 12.49 22
11/09/13 10.12 22
11/09/14 12.85 12
11/10/12 12.49 18
11/10/13 10.12 22
11/10/14 12.85 18
11/11/12 12.49 18
11/11/13 10.12 30
11/11/14 12.85 20
11/12/12 12.49 20
11/12/13 10.12 24
11/12/14 12.85 24
11/13/12 12.49 18
11/13/13 10.12 26
11/13/14 12.85 20
11/14/12 12.49 18
11/14/13 10.12 28
11/14/14 12.85 18
11/15/12 12.49 16
11/15/13 10.12 26
11/15/14 12.85 16
11/16/12 12.49 18
11/16/13 10.12 16
11/16/14 12.85 12
11/17/12 12.49 20
11/17/13 10.12 20
11/17/14 12.85 16
11/18/12 12.49 20
11/18/13 10.12 28
11/18/14 12.85 22
11/19/12 12.49 20
11/19/13 10.12 28
11/19/14 12.85 24
11/20/12 12.49 22
11/20/13 10.12 30
11/20/14 12.85 22
11/21/12 12.49 22
11/21/13 10.12 28
11/21/14 12.85 22
11/22/12 12.49 22
11/22/13 10.12 30
11/22/14 12.85 16
11/23/12 12.49 16
11/23/13 10.12 24
11/23/14 12.85 14
11/24/12 12.49 12
11/24/13 10.12 16
11/24/14 12.85 24
11/25/12 12.49 20
11/25/13 10.12 28
11/25/14 12.85 20
11/26/12 12.49 18
11/26/13 10.12 28
11/26/14 12.85 16
11/27/12 12.49 18
11/27/13 10.12 26
11/27/14 12.85 20
11/28/12 12.49 20
11/28/13 10.12 32
11/28/14 12.85 24
11/29/12 12.49 20
11/29/13 10.12 22
11/29/14 12.85 16
11/30/12 12.49 18
11/30/13 10.12 26
11/30/14 12.85 16
12/01/12 12.49 20
12/01/13 10.12 20
12/01/14 12.85 24
12/02/12 12.49 14
12/02/13 10.12 28
12/02/14 12.85 18
12/03/12 12.49 20
12/03/13 10.12 34
12/03/14 12.85 18
12/04/12 12.49 18
12/04/13 10.12 24
12/04/14 12.85 24
12/05/12 12.49 20
12/05/13 10.12 30
12/05/14 12.85 24
12/06/12 12.49 22
12/06/13 10.12 34
12/06/14 12.85 16
12/07/12 12.49 24
12/07/13 10.12 20
12/07/14 12.85 12
12/08/12 12.49 22
12/08/13 10.12 18
12/08/14 12.85 16
12/09/12 12.49 18
12/09/13 10.12 32
12/09/14 12.85 18
12/10/12 12.49 20
12/10/13 10.12 34
12/10/14 12.85 24
12/11/12 12.49 20
12/11/13 10.12 28
12/11/14 12.85 16
12/12/12 12.49 16
12/12/13 10.12 28
12/12/14 12.85 24
12/13/12 12.49 20
12/13/13 10.12 30
12/13/14 12.85 12
12/14/12 12.49 22
12/14/13 10.12 20
12/14/14 12.85 16
12/15/12 12.49 22
12/15/13 10.12 20
12/15/14 12.85 20
12/16/12 12.49 14
12/16/13 10.12 24
12/16/14 11.45 26
12/17/12 12.49 28
12/17/13 10.12 34
12/17/14 11.45 30
12/18/12 12.49 28
12/18/13 10.12 28
12/18/14 11.45 28
12/19/12 12.49 20
12/19/13 10.12 28
12/19/14 11.45 26
12/20/12 12.49 18
12/20/13 10.12 22
12/20/14 11.45 20
12/21/12 12.49 20
12/21/13 11.96 22
12/21/14 11.45 20
12/22/12 12.49 18
12/22/13 11.96 12
12/22/14 11.45 26
12/23/12 12.49 20
12/23/13 11.96 30
12/23/14 11.45 24
12/24/12 12.49 28
12/24/13 11.96 30
12/24/14 11.45 30
12/25/12 12.49 22
12/25/13 11.96 22
12/25/14 11.45 26
12/26/12 12.49 16
12/26/13 11.96 26
12/26/14 11.45 28
12/27/12 12.64 18
12/27/13 11.96 26
12/27/14 11.45 20
12/28/12 12.64 24
12/28/13 11.96 22
12/28/14 11.45 22
12/29/12 12.64 16
12/29/13 11.96 16
12/29/14 11.45 22
12/30/12 12.64 14
12/30/13 11.96 28
12/30/14 11.45 22
12/31/12 12.64 22
12/31/13 11.96 22
12/31/14 11.45 24
2/13/12 12.75 16
2/13/13 12.64 18
2/13/14 11.96 12
2/13/15 11.45 24
2/14/12 12.75 18
2/14/13 12.64 22
2/14/14 11.96 20
2/14/15 11.45 18
2/15/12 12.75 16
2/15/13 12.64 22
2/15/14 11.96 14
2/15/15 11.45 22
2/16/12 12.75 16
2/16/13 12.64 18
2/16/14 11.96 12
2/16/15 11.45 22
2/17/12 12.75 18
2/17/13 12.64 14
2/17/14 11.96 26
2/17/15 11.45 24
2/18/12 12.75 16
2/18/13 12.64 22
2/18/14 11.96 30
2/18/15 11.45 24
2/19/12 12.75 16
2/19/13 12.64 18
2/19/14 11.96 28
2/19/15 11.45 22
2/20/12 12.75 20
2/20/13 12.64 20
2/20/14 11.96 28
2/20/15 11.45 22
2/21/12 12.75 20
2/21/13 12.64 16
2/21/14 11.96 22
2/21/15 11.45 22
2/22/12 12.75 20
2/22/13 12.64 22
2/22/14 11.96 18
2/22/15 11.45 18
2/23/12 12.75 22
2/23/13 12.64 18
2/23/14 11.96 16
2/23/15 11.45 20
2/24/12 12.75 24
2/24/13 12.64 16
2/24/14 11.96 24
2/24/15 11.45 28
2/25/12 12.75 12
2/25/13 12.64 20
2/25/14 11.96 26
2/25/15 11.45 28
2/26/12 12.75 14
2/26/13 12.64 18
2/26/14 11.96 22
2/26/15 11.45 22
2/27/12 12.75 20
2/27/13 12.64 22
2/27/14 11.96 24
2/27/15 11.45 24
2/28/12 12.75 22
2/28/13 12.64 22
2/28/14 11.96 26
2/28/15 11.45 18
3/13/12 12.75 16
3/13/13 12.64 16
3/13/14 11.96 22
3/13/15 11.45 22
3/14/12 12.75 20
3/14/13 12.64 18
3/14/14 11.96 26
3/14/15 11.45 20
3/15/12 12.75 18
3/15/13 12.64 16
3/15/14 11.96 16
3/15/15 11.45 20
3/16/12 12.75 16
3/16/13 12.64 12
3/16/14 11.96 12
3/16/15 11.45 22
3/17/12 12.75 20
3/17/13 12.64 14
3/17/14 11.96 22
3/17/15 11.45 22
3/18/12 12.75 18
3/18/13 12.64 18
3/18/14 11.96 18
3/18/15 11.45 22
3/19/12 12.75 22
3/19/13 12.64 18
3/19/14 11.96 20
3/19/15 11.45 28
3/20/12 12.75 16
3/20/13 12.64 18
3/20/14 11.96 18
3/20/15 11.45 20
3/21/12 12.75 16
3/21/13 12.64 20
3/21/14 11.96 18
3/21/15 11.45 18
3/22/12 12.75 20
3/22/13 12.64 20
3/22/14 11.96 20
3/22/15 11.45 16
3/23/12 12.75 24
3/23/13 12.64 14
3/23/14 11.96 14
3/23/15 11.45 24
3/24/12 12.75 12
3/24/13 12.64 16
3/24/14 11.96 26
3/24/15 11.45 22
3/25/12 12.75 14
3/25/13 12.64 24
3/25/14 11.96 20
3/25/15 11.45 26
3/26/12 12.75 18
3/26/13 12.64 24
3/26/14 11.96 24
3/26/15 11.45 22
3/27/12 12.75 20
3/27/13 12.64 16
3/27/14 11.96 18
3/27/15 11.45 22
3/28/12 12.75 16
3/28/13 12.64 16
3/28/14 11.96 24
3/28/15 11.45 14
3/29/12 12.75 16
3/29/13 12.64 18
3/29/14 11.96 16
3/29/15 11.45 22
3/30/12 12.75 22
3/30/13 12.64 14
3/30/14 11.96 20
3/30/15 11.45 26
3/31/12 12.75 18
3/31/13 12.64 12
3/31/14 11.96 26
3/31/15 11.45 28
4/13/12 12.75 18
4/13/13 12.64 12
4/13/14 11.96 20
4/13/15 11.45 20
4/14/12 12.75 18
4/14/13 12.64 12
4/14/14 11.96 26
4/14/15 11.45 20
4/15/12 12.75 20
4/15/13 12.64 20
4/15/14 11.96 22
4/15/15 12.26 26
4/16/12 12.75 20
4/16/13 12.64 16
4/16/14 11.96 20
4/16/15 12.26 20
4/17/12 12.75 20
4/17/13 12.64 24
4/17/14 11.96 20
4/17/15 12.26 20
4/18/12 12.75 18
4/18/13 12.64 18
4/18/14 11.96 26
4/18/15 12.26 20
4/19/12 12.75 24
4/19/13 12.64 20
4/19/14 11.96 14
4/19/15 12.26 14
4/20/12 12.75 22
4/20/13 12.64 16
4/20/14 11.34 22
4/20/15 12.26 24
4/21/12 12.75 14
4/21/13 12.64 12
4/21/14 11.34 28
4/21/15 12.26 22
4/22/12 12.75 12
4/22/13 12.64 22
4/22/14 11.34 28
4/22/15 12.26 22
4/23/12 12.75 18
4/23/13 12.64 20
4/23/14 11.34 28
4/23/15 12.26 18
4/24/12 12.75 24
4/24/13 12.64 24
4/24/14 11.34 26
4/24/15 12.26 24
4/25/12 12.75 16
4/25/13 12.72 20
4/25/14 11.34 24
4/25/15 12.26 20
4/26/12 12.75 22
4/26/13 12.72 18
4/26/14 11.34 14
4/26/15 12.26 12
4/27/12 12.75 24
4/27/13 12.72 18
4/27/14 11.34 18
4/27/15 12.26 22
4/28/12 12.75 12
4/28/13 12.72 16
4/28/14 11.34 28
4/28/15 12.26 18
4/29/12 12.75 12
4/29/13 12.72 18
4/29/14 11.34 22
4/29/15 12.26 22
4/30/12 12.75 16
4/30/13 12.72 18
4/30/14 11.34 22
4/30/15 12.26 24
5/13/12 11.36 14
5/13/13 12.72 18
5/13/14 11.34 28
5/13/15 12.26 26
5/14/12 11.36 22
5/14/13 12.72 24
5/14/14 11.34 28
5/14/15 12.26 22
5/15/12 11.36 20
5/15/13 12.72 24
5/15/14 11.34 22
5/15/15 12.26 22
5/16/12 11.36 24
5/16/13 12.72 24
5/16/14 11.34 28
5/16/15 12.26 14
5/17/12 11.36 20
5/17/13 12.72 22
5/17/14 11.34 20
5/17/15 12.26 12
5/18/12 11.36 22
5/18/13 12.72 12
5/18/14 11.34 16
5/18/15 12.26 18
5/19/12 11.36 14
5/19/13 12.72 14
5/19/14 11.34 28
5/19/15 12.26 22
5/20/12 11.36 18
5/20/13 12.72 16
5/20/14 11.34 28
5/20/15 12.26 26
5/21/12 11.36 26
5/21/13 12.72 22
5/21/14 11.34 22
5/21/15 12.26 26
5/22/12 11.36 24
5/22/13 12.72 20
5/22/14 11.34 20
5/22/15 12.26 20
5/23/12 11.36 24
5/23/13 12.72 20
5/23/14 11.34 26
5/23/15 12.26 16
5/24/12 11.36 28
5/24/13 12.72 20
5/24/14 11.34 18
5/24/15 12.26 18
5/25/12 11.36 24
5/25/13 12.72 16
5/25/14 11.34 18
5/25/15 12.26 18
5/26/12 11.36 14
5/26/13 12.72 18
5/26/14 11.34 28
5/26/15 12.26 22
5/27/12 11.36 22
5/27/13 12.72 24
5/27/14 11.34 28
5/27/15 12.26 24
5/28/12 11.36 26
5/28/13 12.72 18
5/28/14 11.34 22
5/28/15 12.26 18
5/29/12 11.36 26
5/29/13 12.72 20
5/29/14 11.34 24
5/29/15 12.26 26
5/30/12 11.36 24
5/30/13 12.72 16
5/30/14 11.34 28
5/30/15 12.26 12
5/31/12 11.36 26
5/31/13 12.72 18
5/31/14 11.34 14
5/31/15 12.26 8
6/13/12 11.36 20
6/13/13 12.72 22
6/13/14 11.34 24
6/13/15 12.26 14
6/14/12 11.36 20
6/14/13 12.72 22
6/14/14 11.34 14
6/14/15 12.26 18
6/15/12 11.36 20
6/15/13 12.72 18
6/15/14 11.34 22
6/15/15 12.26 22
6/16/12 11.36 14
6/16/13 12.72 16
6/16/14 11.34 24
6/16/15 12.26 26
6/17/12 11.36 18
6/17/13 12.72 22
6/17/14 11.34 22
6/17/15 12.26 20
6/18/12 11.36 26
6/18/13 12.72 22
6/18/14 11.34 26
6/18/15 12.26 24
6/19/12 11.36 26
6/19/13 12.72 16
6/19/14 11.34 24
6/19/15 12.26 22
6/20/12 11.36 28
6/20/13 12.72 20
6/20/14 11.34 28
6/20/15 12.26 18
6/21/12 11.36 20
6/21/13 12.72 22
6/21/14 11.34 14
6/21/15 12.26 20
6/22/12 11.36 26
6/22/13 12.72 12
6/22/14 11.34 14
6/22/15 12.26 20
6/23/12 11.36 14
6/23/13 12.72 12
6/23/14 11.34 24
6/23/15 12.26 18
6/24/12 11.36 16
6/24/13 12.72 20
6/24/14 11.34 24
6/24/15 12.26 22
6/25/12 11.36 24
6/25/13 12.72 24
6/25/14 11.34 26
6/25/15 12.26 22
6/26/12 11.36 22
6/26/13 12.72 18
6/26/14 11.34 22
6/26/15 12.26 24
6/27/12 11.36 26
6/27/13 12.72 22
6/27/14 11.34 28
6/27/15 12.26 20
6/28/12 11.36 26
6/28/13 12.72 22
6/28/14 11.34 20
6/28/15 12.26 12
6/29/12 11.36 20
6/29/13 12.72 12
6/29/14 11.34 14
6/29/15 12.26 24
6/30/12 11.36 20
6/30/13 12.72 12
6/30/14 11.34 26
6/30/15 12.26 24
7/13/12 11.36 26
7/13/13 12.72 14
7/13/14 11.34 16
7/13/15 12.26 20
7/14/12 11.36 14
7/14/13 12.72 18
7/14/14 11.34 20
7/14/15 12.26 18
7/15/12 11.36 14
7/15/13 12.72 24
7/15/14 11.34 26
7/15/15 12.26 26
7/16/12 11.36 28
7/16/13 12.72 20
7/16/14 11.34 24
7/16/15 12.26 18
7/17/12 11.36 26
7/17/13 12.72 20
7/17/14 11.34 26
7/17/15 12.26 22
7/18/12 11.36 22
7/18/13 12.72 24
7/18/14 11.34 26
7/18/15 12.26 20
7/19/12 11.36 28
7/19/13 12.72 16
7/19/14 11.34 14
7/19/15 12.26 16
7/20/12 11.36 20
7/20/13 12.72 16
7/20/14 11.34 18
7/20/15 12.26 26
7/21/12 11.36 16
7/21/13 12.72 20
7/21/14 11.34 22
7/21/15 12.26 22
7/22/12 11.36 20
7/22/13 12.72 24
7/22/14 11.34 26
7/22/15 12.26 18
7/23/12 11.36 26
7/23/13 12.72 22
7/23/14 11.34 26
7/23/15 12.26 24
7/24/12 11.36 28
7/24/13 12.72 18
7/24/14 11.34 28
7/24/15 12.26 20
7/25/12 11.36 22
7/25/13 12.72 24
7/25/14 11.34 22
7/25/15 12.26 14
7/26/12 11.36 24
7/26/13 12.72 22
7/26/14 11.34 22
7/26/15 12.26 20
7/27/12 11.36 28
7/27/13 12.72 20
7/27/14 11.34 14
7/27/15 12.26 26
7/28/12 11.36 16
7/28/13 12.72 16
7/28/14 11.34 26
7/28/15 12.26 26
7/29/12 11.36 20
7/29/13 12.72 16
7/29/14 11.34 24
7/29/15 12.26 22
7/30/12 11.36 20
7/30/13 12.72 20
7/30/14 11.34 28
7/30/15 12.26 24
7/31/12 11.36 20
7/31/13 12.72 22
7/31/14 11.34 28
7/31/15 12.26 18
8/13/12 11.36 20
8/13/13 12.72 18
8/13/14 11.34 22
8/13/15 11.50 18
8/14/12 11.36 26
8/14/13 12.72 20
8/14/14 11.34 26
8/14/15 11.50 18
8/15/12 11.36 24
8/15/13 12.72 24
8/15/14 11.34 26
8/15/15 11.50 20
8/16/12 11.36 28
8/16/13 12.72 22
8/16/14 11.34 22
8/16/15 11.50 22
8/17/12 11.36 20
8/17/13 12.72 20
8/17/14 11.34 14
8/17/15 11.50 22
8/18/12 11.36 20
8/18/13 12.72 12
8/18/14 12.85 16
8/18/15 11.50 24
8/19/12 11.36 18
8/19/13 12.72 16
8/19/14 12.85 16
8/19/15 11.50 20
8/20/12 11.36 20
8/20/13 12.72 24
8/20/14 12.85 22
8/20/15 11.50 24
8/21/12 11.36 24
8/21/13 12.72 16
8/21/14 12.85 24
8/21/15 11.50 26
8/22/12 11.36 22
8/22/13 12.72 24
8/22/14 12.85 18
8/22/15 11.50 18
8/23/12 11.36 24
8/23/13 10.12 30
8/23/14 12.85 12
8/23/15 11.50 18
8/24/12 11.36 28
8/24/13 10.12 18
8/24/14 12.85 16
8/24/15 11.50 18
8/25/12 11.36 16
8/25/13 10.12 16
8/25/14 12.85 16
8/25/15 11.50 26
8/26/12 11.36 20
8/26/13 10.12 30
8/26/14 12.85 18
8/26/15 11.50 26
8/27/12 11.36 24
8/27/13 10.12 30
8/27/14 12.85 22
8/27/15 11.50 22
8/28/12 11.36 26
8/28/13 10.12 34
8/28/14 12.85 16
8/28/15 11.50 18
8/29/12 12.49 24
8/29/13 10.12 28
8/29/14 12.85 24
8/29/15 11.50 20
8/30/12 12.49 18
8/30/13 10.12 34
8/30/14 12.85 18
8/30/15 11.50 16
8/31/12 12.49 24
8/31/13 10.12 22
8/31/14 12.85 18
8/31/15 11.50 26
9/13/12 12.49 22
9/13/13 10.12 24
9/13/14 12.85 16
9/14/12 12.49 16
9/14/13 10.12 24
9/14/14 12.85 16
9/15/12 12.49 20
9/15/13 10.12 22
9/15/14 12.85 18
9/16/12 12.49 18
9/16/13 10.12 26
9/16/14 12.85 24
9/17/12 12.49 22
9/17/13 10.12 30
9/17/14 12.85 22
9/18/12 12.49 16
9/18/13 10.12 28
9/18/14 12.85 18
9/19/12 12.49 16
9/19/13 10.12 24
9/19/14 12.85 16
9/20/12 12.49 22
9/20/13 10.12 24
9/20/14 12.85 8
9/21/12 12.49 18
9/21/13 10.12 24
9/21/14 12.85 12
9/22/12 12.49 16
9/22/13 10.12 20
9/22/14 12.85 24
9/23/12 12.49 14
9/23/13 10.12 30
9/23/14 12.85 20
9/24/12 12.49 18
9/24/13 10.12 28
9/24/14 12.85 22
9/25/12 12.49 18
9/25/13 10.12 24
9/25/14 12.85 22
9/26/12 12.49 20
9/26/13 10.12 26
9/26/14 12.85 18
9/27/12 12.49 18
9/27/13 10.12 28
9/27/14 12.85 18
9/28/12 12.49 18
9/28/13 10.12 20
9/28/14 12.85 18
9/29/12 12.49 12
9/29/13 10.12 16
9/29/14 12.85 20
9/30/12 12.49 20
9/30/13 10.12 24
9/30/14 12.85 20
2053 2 BURGER 01/01/12 12.60 30
01/01/13 13.41 30
01/01/14 12.37 44
01/01/15 10.81 36
01/02/12 12.60 34
01/02/13 13.41 40
01/02/14 12.37 40
01/02/15 10.81 60
01/03/12 12.60 28
01/03/13 13.41 40
01/03/14 12.37 42
01/03/15 10.81 40
01/04/12 12.60 42
01/04/13 13.41 48
01/04/14 12.37 42
01/04/15 10.81 36
01/05/12 12.60 58
01/05/13 13.41 32
01/05/14 12.37 42
01/05/15 10.81 54
01/06/12 12.60 54
01/06/13 13.41 40
01/06/14 12.37 60
01/06/15 10.81 52
01/07/12 12.60 42
01/07/13 13.41 52
01/07/14 12.37 52
01/07/15 10.81 52
01/08/12 12.60 42
01/08/13 13.41 48
01/08/14 12.37 60
01/08/15 10.81 72
01/09/12 12.60 54
01/09/13 13.41 50
01/09/14 12.37 52
01/09/15 10.81 64
01/10/12 12.60 58
01/10/13 13.41 48
01/10/14 12.37 54
01/10/15 10.81 48
01/11/12 12.60 52
01/11/13 13.41 54
01/11/14 12.37 42
01/11/15 10.81 36
01/12/12 12.60 60
01/12/13 13.41 40
01/12/14 12.37 40
01/12/15 10.81 64
02/01/12 12.60 48
02/01/13 13.41 50
02/01/14 12.37 36
02/01/15 10.81 24
02/02/12 12.60 34
02/02/13 13.41 40
02/02/14 12.37 44
02/02/15 10.81 42
02/03/12 12.60 32
02/03/13 13.41 36
02/03/14 12.37 44
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2/17/13 13.41 36
2/17/14 12.37 48
2/17/15 10.81 60
2/18/12 12.60 30
2/18/13 13.41 52
2/18/14 12.37 56
2/18/15 10.81 60
2/19/12 12.60 28
2/19/13 13.41 42
2/19/14 12.37 56
2/19/15 10.81 52
2/20/12 12.60 44
2/20/13 13.41 44
2/20/14 12.37 60
2/20/15 10.81 52
2/21/12 12.60 44
2/21/13 13.41 40
2/21/14 12.37 44
2/21/15 10.81 40
2/22/12 12.60 44
2/22/13 13.41 46
2/22/14 12.37 34
2/22/15 10.81 42
2/23/12 12.60 46
2/23/13 13.41 26
2/23/14 12.37 34
2/23/15 10.81 52
2/24/12 12.60 46
2/24/13 13.41 28
2/24/14 12.37 44
2/24/15 10.81 58
2/25/12 12.60 36
2/25/13 13.41 38
2/25/14 12.37 44
2/25/15 10.81 56
2/26/12 12.60 30
2/26/13 13.41 42
2/26/14 12.37 50
2/26/15 10.81 56
2/27/12 12.60 50
2/27/13 13.41 42
2/27/14 12.37 52
2/27/15 10.81 60
2/28/12 12.60 42
2/28/13 13.41 44
2/28/14 12.37 52
2/28/15 10.81 42
3/13/12 12.60 44
3/13/13 13.41 44
3/13/14 12.37 50
3/13/15 10.81 52
3/14/12 12.60 42
3/14/13 13.41 40
3/14/14 12.37 46
3/14/15 10.81 36
3/15/12 12.60 46
3/15/13 13.41 38
3/15/14 12.37 34
3/15/15 10.81 38
3/16/12 12.60 46
3/16/13 13.41 28
3/16/14 12.37 38
3/16/15 10.81 52
3/17/12 12.60 28
3/17/13 13.41 26
3/17/14 12.37 50
3/17/15 10.81 58
3/18/12 12.60 30
3/18/13 13.41 40
3/18/14 12.37 52
3/18/15 10.81 58
3/19/12 12.60 50
3/19/13 13.41 38
3/19/14 12.37 52
3/19/15 10.81 54
3/20/12 12.60 42
3/20/13 13.41 38
3/20/14 12.37 52
3/20/15 10.81 54
3/21/12 12.60 42
3/21/13 13.41 40
3/21/14 12.37 52
3/21/15 10.81 36
3/22/12 12.60 44
3/22/13 13.41 40
3/22/14 12.37 30
3/22/15 10.81 36
3/23/12 12.60 46
3/23/13 13.41 26
3/23/14 12.37 30
3/23/15 10.81 60
3/24/12 12.60 32
3/24/13 13.41 30
3/24/14 12.37 52
3/24/15 10.81 58
3/25/12 12.60 32
3/25/13 13.41 38
3/25/14 12.37 44
3/25/15 10.81 54
3/26/12 12.60 50
3/26/13 13.41 44
3/26/14 12.37 50
3/26/15 10.81 60
3/27/12 12.60 46
3/27/13 13.41 42
3/27/14 12.37 52
3/27/15 10.81 54
3/28/12 12.60 48
3/28/13 13.41 46
3/28/14 12.37 44
3/28/15 10.81 36
3/29/12 12.60 50
3/29/13 13.41 40
3/29/14 12.37 34
3/29/15 10.81 36
3/30/12 12.60 42
3/30/13 13.41 28
3/30/14 12.37 34
3/30/15 10.81 56
3/31/12 12.60 28
3/31/13 13.41 30
3/31/14 12.37 50
3/31/15 10.81 56
4/13/12 12.60 42
4/13/13 13.41 26
4/13/14 12.37 38
4/13/15 10.81 60
4/14/12 12.60 34
4/14/13 13.41 28
4/14/14 12.37 48
4/14/15 10.81 56
4/15/12 12.60 28
4/15/13 13.41 44
4/15/14 12.37 52
4/15/15 12.26 50
4/16/12 12.60 50
4/16/13 13.41 42
4/16/14 12.37 52
4/16/15 12.26 50
4/17/12 12.60 42
4/17/13 13.41 42
4/17/14 12.37 50
4/17/15 12.26 46
4/18/12 12.60 46
4/18/13 13.41 42
4/18/14 12.37 52
4/18/15 12.26 32
4/19/12 12.60 48
4/19/13 13.41 44
4/19/14 12.37 34
4/19/15 12.26 34
4/20/12 12.60 48
4/20/13 13.41 26
4/20/14 11.48 40
4/20/15 12.26 46
4/21/12 12.60 28
4/21/13 13.41 32
4/21/14 11.48 48
4/21/15 12.26 46
4/22/12 12.60 36
4/22/13 13.41 46
4/22/14 11.48 50
4/22/15 12.26 50
4/23/12 12.60 46
4/23/13 13.41 46
4/23/14 11.48 56
4/23/15 12.26 50
4/24/12 12.60 48
4/24/13 13.41 46
4/24/14 11.48 54
4/24/15 12.26 48
4/25/12 12.60 48
4/25/13 12.46 42
4/25/14 11.48 54
4/25/15 12.26 32
4/26/12 12.60 46
4/26/13 12.46 44
4/26/14 11.48 32
4/26/15 12.26 38
4/27/12 12.60 48
4/27/13 12.46 36
4/27/14 11.48 38
4/27/15 12.26 48
4/28/12 12.60 34
4/28/13 12.46 38
4/28/14 11.48 50
4/28/15 12.26 50
4/29/12 12.60 28
4/29/13 12.46 36
4/29/14 11.48 36
4/29/15 12.26 44
4/30/12 12.60 36
4/30/13 12.46 34
4/30/14 11.48 34
4/30/15 12.26 46
5/13/12 10.47 40
5/13/13 12.46 50
5/13/14 11.48 56
5/13/15 12.26 52
5/14/12 10.47 60
5/14/13 12.46 50
5/14/14 11.48 48
5/14/15 12.26 50
5/15/12 10.47 56
5/15/13 12.46 42
5/15/14 11.48 54
5/15/15 12.26 48
5/16/12 10.47 58
5/16/13 12.46 50
5/16/14 11.48 54
5/16/15 12.26 34
5/17/12 10.47 64
5/17/13 12.46 48
5/17/14 11.48 40
5/17/15 12.26 34
5/18/12 10.47 62
5/18/13 12.46 30
5/18/14 11.48 38
5/18/15 12.26 52
5/19/12 10.47 38
5/19/13 12.46 36
5/19/14 11.48 52
5/19/15 12.26 52
5/20/12 10.47 38
5/20/13 12.46 50
5/20/14 11.48 50
5/20/15 12.26 50
5/21/12 10.47 64
5/21/13 12.46 46
5/21/14 11.48 54
5/21/15 12.26 50
5/22/12 10.47 58
5/22/13 12.46 48
5/22/14 11.48 50
5/22/15 12.26 44
5/23/12 10.47 64
5/23/13 12.46 50
5/23/14 11.48 54
5/23/15 12.26 38
5/24/12 10.47 56
5/24/13 12.46 42
5/24/14 11.48 34
5/24/15 12.26 30
5/25/12 10.47 56
5/25/13 12.46 30
5/25/14 11.48 40
5/25/15 12.26 50
5/26/12 10.47 40
5/26/13 12.46 34
5/26/14 11.48 52
5/26/15 12.26 46
5/27/12 10.47 42
5/27/13 12.46 50
5/27/14 11.48 56
5/27/15 12.26 52
5/28/12 10.47 60
5/28/13 12.46 48
5/28/14 11.48 56
5/28/15 12.26 50
5/29/12 10.47 60
5/29/13 12.46 50
5/29/14 11.48 48
5/29/15 12.26 52
5/30/12 10.47 60
5/30/13 12.46 50
5/30/14 11.48 52
5/30/15 12.26 34
5/31/12 10.47 64
5/31/13 12.46 42
5/31/14 11.48 38
5/31/15 12.26 26
6/13/12 10.47 64
6/13/13 12.46 42
6/13/14 11.48 50
6/13/15 12.26 32
6/14/12 10.47 64
6/14/13 12.46 46
6/14/14 11.48 40
6/14/15 12.26 30
6/15/12 10.47 60
6/15/13 12.46 38
6/15/14 11.48 34
6/15/15 12.26 52
6/16/12 10.47 44
6/16/13 12.46 38
6/16/14 11.48 52
6/16/15 12.26 48
6/17/12 10.47 46
6/17/13 12.46 42
6/17/14 11.48 56
6/17/15 12.26 50
6/18/12 10.47 64
6/18/13 12.46 42
6/18/14 11.48 56
6/18/15 12.26 48
6/19/12 10.47 64
6/19/13 12.46 48
6/19/14 11.48 52
6/19/15 12.26 44
6/20/12 10.47 58
6/20/13 12.46 48
6/20/14 11.48 56
6/20/15 12.26 38
6/21/12 10.47 62
6/21/13 12.46 42
6/21/14 11.48 36
6/21/15 12.26 32
6/22/12 10.47 64
6/22/13 12.46 22
6/22/14 11.48 32
6/22/15 12.26 46
6/23/12 10.47 38
6/23/13 12.46 24
6/23/14 11.48 50
6/23/15 12.26 46
6/24/12 10.47 38
6/24/13 12.46 34
6/24/14 11.48 56
6/24/15 12.26 50
6/25/12 10.47 62
6/25/13 12.46 44
6/25/14 11.48 50
6/25/15 12.26 48
6/26/12 10.47 56
6/26/13 12.46 42
6/26/14 11.48 50
6/26/15 12.26 46
6/27/12 10.47 56
6/27/13 12.46 48
6/27/14 11.48 54
6/27/15 12.26 36
6/28/12 10.47 56
6/28/13 12.46 50
6/28/14 11.48 38
6/28/15 12.26 34
6/29/12 10.47 60
6/29/13 12.46 36
6/29/14 11.48 32
6/29/15 12.26 48
6/30/12 10.47 46
6/30/13 12.46 32
6/30/14 11.48 52
6/30/15 12.26 52
7/13/12 10.47 56
7/13/13 12.46 32
7/13/14 11.48 32
7/13/15 12.26 46
7/14/12 10.47 46
7/14/13 12.46 30
7/14/14 11.48 52
7/14/15 12.26 46
7/15/12 10.47 38
7/15/13 12.46 48
7/15/14 11.48 56
7/15/15 12.26 48
7/16/12 10.47 58
7/16/13 12.46 50
7/16/14 11.48 48
7/16/15 12.26 44
7/17/12 10.47 56
7/17/13 12.46 48
7/17/14 11.48 48
7/17/15 12.26 48
7/18/12 10.47 62
7/18/13 12.46 50
7/18/14 11.48 50
7/18/15 12.26 36
7/19/12 10.47 64
7/19/13 12.46 46
7/19/14 11.48 32
7/19/15 12.26 34
7/20/12 10.47 62
7/20/13 12.46 32
7/20/14 11.48 38
7/20/15 12.26 46
7/21/12 10.47 38
7/21/13 12.46 38
7/21/14 11.48 48
7/21/15 12.26 48
7/22/12 10.47 40
7/22/13 12.46 44
7/22/14 11.48 48
7/22/15 12.26 48
7/23/12 10.47 56
7/23/13 12.46 46
7/23/14 11.48 54
7/23/15 12.26 44
7/24/12 10.47 64
7/24/13 12.46 50
7/24/14 11.48 48
7/24/15 12.26 50
7/25/12 10.47 62
7/25/13 12.46 50
7/25/14 11.48 50
7/25/15 12.26 30
7/26/12 10.47 58
7/26/13 12.46 50
7/26/14 11.48 34
7/26/15 12.26 38
7/27/12 10.47 64
7/27/13 12.46 32
7/27/14 11.48 40
7/27/15 12.26 46
7/28/12 10.47 46
7/28/13 12.46 36
7/28/14 11.48 48
7/28/15 12.26 48
7/29/12 10.47 44
7/29/13 12.46 46
7/29/14 11.48 48
7/29/15 12.26 46
7/30/12 10.47 62
7/30/13 12.46 50
7/30/14 11.48 52
7/30/15 12.26 52
7/31/12 10.47 56
7/31/13 12.46 42
7/31/14 11.48 50
7/31/15 12.26 48
8/13/12 10.47 58
8/13/13 12.46 50
8/13/14 11.48 48
8/13/15 11.26 50
8/14/12 10.47 60
8/14/13 12.46 48
8/14/14 11.48 50
8/14/15 11.26 56
8/15/12 10.47 64
8/15/13 12.46 44
8/15/14 11.48 52
8/15/15 11.26 36
8/16/12 10.47 56
8/16/13 12.46 44
8/16/14 11.48 34
8/16/15 11.26 34
8/17/12 10.47 62
8/17/13 12.46 36
8/17/14 11.48 38
8/17/15 11.26 54
8/18/12 10.47 44
8/18/13 12.46 34
8/18/14 12.77 46
8/18/15 11.26 50
8/19/12 10.47 46
8/19/13 12.46 48
8/19/14 12.77 50
8/19/15 11.26 54
8/20/12 10.47 58
8/20/13 12.46 48
8/20/14 12.77 44
8/20/15 11.26 54
8/21/12 10.47 58
8/21/13 12.46 48
8/21/14 12.77 44
8/21/15 11.26 50
8/22/12 10.47 58
8/22/13 12.46 50
8/22/14 12.77 42
8/22/15 11.26 38
8/23/12 10.47 58
8/23/13 10.45 56
8/23/14 12.77 34
8/23/15 11.26 36
8/24/12 10.47 64
8/24/13 10.45 38
8/24/14 12.77 28
8/24/15 11.26 52
8/25/12 10.47 46
8/25/13 10.45 40
8/25/14 12.77 50
8/25/15 11.26 54
8/26/12 10.47 38
8/26/13 10.45 60
8/26/14 12.77 48
8/26/15 11.26 56
8/27/12 10.47 58
8/27/13 10.45 56
8/27/14 12.77 46
8/27/15 11.26 56
8/28/12 10.47 56
8/28/13 10.45 70
8/28/14 12.77 50
8/28/15 11.26 50
8/29/12 12.42 48
8/29/13 10.45 72
8/29/14 12.77 50
8/29/15 11.26 42
8/30/12 12.42 52
8/30/13 10.45 70
8/30/14 12.77 36
8/30/15 11.26 38
8/31/12 12.42 46
8/31/13 10.45 44
8/31/14 12.77 32
8/31/15 11.26 54
9/13/12 12.42 52
9/13/13 10.45 56
9/13/14 12.77 30
9/14/12 12.42 52
9/14/13 10.45 42
9/14/14 12.77 28
9/15/12 12.42 30
9/15/13 10.45 38
9/15/14 12.77 50
9/16/12 12.42 36
9/16/13 10.45 58
9/16/14 12.77 48
9/17/12 12.42 44
9/17/13 10.45 62
9/17/14 12.77 46
9/18/12 12.42 44
9/18/13 10.45 64
9/18/14 12.77 46
9/19/12 12.42 46
9/19/13 10.45 60
9/19/14 12.77 34
9/20/12 12.42 46
9/20/13 10.45 60
9/20/14 12.77 24
9/21/12 12.42 52
9/21/13 10.45 44
9/21/14 12.77 20
9/22/12 12.42 30
9/22/13 10.45 42
9/22/14 12.77 50
9/23/12 12.42 30
9/23/13 10.45 62
9/23/14 12.77 48
9/24/12 12.42 52
9/24/13 10.45 60
9/24/14 12.77 48
9/25/12 12.42 44
9/25/13 10.45 62
9/25/14 12.77 46
9/26/12 12.42 46
9/26/13 10.45 64
9/26/14 12.77 44
9/27/12 12.42 50
9/27/13 10.45 62
9/27/14 12.77 28
9/28/12 12.42 50
9/28/13 10.45 46
9/28/14 12.77 30
9/29/12 12.42 36
9/29/13 10.45 40
9/29/14 12.77 46
9/30/12 12.42 38
9/30/13 10.45 38
9/30/14 12.77 50
COFFEE 01/01/12 12.60 30
01/01/13 13.41 30
01/01/14 12.37 44
01/01/15 10.81 36
01/02/12 12.60 34
01/02/13 13.41 40
01/02/14 12.37 40
01/02/15 10.81 60
01/03/12 12.60 28
01/03/13 13.41 40
01/03/14 12.37 42
01/03/15 10.81 40
01/04/12 12.60 42
01/04/13 13.41 48
01/04/14 12.37 42
01/04/15 10.81 36
01/05/12 12.60 58
01/05/13 13.41 32
01/05/14 12.37 42
01/05/15 10.81 54
01/06/12 12.60 54
01/06/13 13.41 40
01/06/14 12.37 60
01/06/15 10.81 52
01/07/12 12.60 42
01/07/13 13.41 52
01/07/14 12.37 52
01/07/15 10.81 52
01/08/12 12.60 42
01/08/13 13.41 48
01/08/14 12.37 60
01/08/15 10.81 72
01/09/12 12.60 54
01/09/13 13.41 50
01/09/14 12.37 52
01/09/15 10.81 64
01/10/12 12.60 58
01/10/13 13.41 48
01/10/14 12.37 54
01/10/15 10.81 48
01/11/12 12.60 52
01/11/13 13.41 54
01/11/14 12.37 42
01/11/15 10.81 36
01/12/12 12.60 60
01/12/13 13.41 40
01/12/14 12.37 40
01/12/15 10.81 64
02/01/12 12.60 48
02/01/13 13.41 50
02/01/14 12.37 36
02/01/15 10.81 24
02/02/12 12.60 34
02/02/13 13.41 40
02/02/14 12.37 44
02/02/15 10.81 42
02/03/12 12.60 32
02/03/13 13.41 36
02/03/14 12.37 44
02/03/15 10.81 52
02/04/12 12.60 20
02/04/13 13.41 54
02/04/14 12.37 56
02/04/15 10.81 52
02/05/12 12.60 28
02/05/13 13.41 52
02/05/14 12.37 54
02/05/15 10.81 44
02/06/12 12.60 32
02/06/13 13.41 50
02/06/14 12.37 54
02/06/15 10.81 40
02/07/12 12.60 30
02/07/13 13.41 50
02/07/14 12.37 60
02/07/15 10.81 42
02/08/12 12.60 30
02/08/13 13.41 50
02/08/14 12.37 44
02/08/15 10.81 52
02/09/12 12.60 42
02/09/13 13.41 36
02/09/14 12.37 28
02/09/15 10.81 70
02/10/12 12.60 44
02/10/13 13.41 34
02/10/14 12.37 42
02/10/15 10.81 68
02/11/12 12.60 40
02/11/13 13.41 50
02/11/14 12.37 44
02/11/15 10.81 66
02/12/12 12.60 34
02/12/13 13.41 44
02/12/14 12.37 40
02/12/15 10.81 66
03/01/12 12.60 50
03/01/13 13.13 50
13.41 80
03/01/14 12.37 36
03/01/15 10.81 40
03/02/12 12.60 46
03/02/13 13.41 26
03/02/14 12.37 32
03/02/15 10.81 52
03/03/12 12.60 30
03/03/13 13.41 34
03/03/14 12.37 46
03/03/15 10.81 52
03/04/12 12.60 28
03/04/13 13.41 42
03/04/14 12.37 44
03/04/15 10.81 52
03/05/12 12.60 46
03/05/13 13.41 42
03/05/14 12.37 52
03/05/15 10.81 56
03/06/12 12.60 44
03/06/13 13.41 44
03/06/14 12.37 46
03/06/15 10.81 56
03/07/12 12.60 44
03/07/13 13.41 44
03/07/14 12.37 52
03/07/15 10.81 44
03/08/12 12.60 42
03/08/13 13.41 44
03/08/14 12.37 30
03/08/15 10.81 36
03/09/12 12.60 44
03/09/13 13.41 34
03/09/14 12.37 32
03/09/15 10.81 56
03/10/12 12.60 28
03/10/13 13.41 26
03/10/14 12.37 48
03/10/15 10.81 52
03/11/12 12.60 34
03/11/13 13.41 50
03/11/14 12.37 48
03/11/15 10.81 56
03/12/12 12.60 50
03/12/13 13.41 38
03/12/14 12.37 48
03/12/15 10.81 60
04/01/12 12.60 34
04/01/13 13.41 46
04/01/14 12.37 44
04/01/15 10.81 60
04/02/12 12.60 44
04/02/13 13.41 26
04/02/14 12.37 48
04/02/15 10.81 56
04/03/12 12.60 36
04/03/13 13.41 30
04/03/14 12.37 44
04/03/15 10.81 56
04/04/12 12.60 30
04/04/13 13.41 30
04/04/14 12.37 38
04/04/15 10.81 40
04/05/12 12.60 30
04/05/13 13.41 44
04/05/14 12.37 22
04/05/15 10.81 24
04/06/12 12.60 44
04/06/13 13.41 26
04/06/14 12.37 24
04/06/15 10.81 42
04/07/12 12.60 32
04/07/13 13.41 26
04/07/14 12.37 46
04/07/15 10.81 38
04/08/12 12.60 30
04/08/13 13.41 38
04/08/14 12.37 50
04/08/15 10.81 52
04/09/12 12.60 44
04/09/13 13.41 40
04/09/14 12.37 52
04/09/15 10.81 56
04/10/12 12.60 50
04/10/13 13.41 42
04/10/14 12.37 52
04/10/15 10.81 54
04/11/12 12.60 50
04/11/13 13.41 40
04/11/14 12.37 46
04/11/15 10.81 38
04/12/12 12.60 50
04/12/13 13.41 44
04/12/14 12.37 30
04/12/15 10.81 40
05/01/12 10.47 44
05/01/13 12.46 30
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4/16/12 12.60 50
4/16/13 13.41 42
4/16/14 12.37 52
4/16/15 12.26 50
4/17/12 12.60 42
4/17/13 13.41 42
4/17/14 12.37 50
4/17/15 12.26 46
4/18/12 12.60 46
4/18/13 13.41 42
4/18/14 12.37 52
4/18/15 12.26 32
4/19/12 12.60 48
4/19/13 13.41 44
4/19/14 12.37 34
4/19/15 12.26 34
4/20/12 12.60 48
4/20/13 13.41 26
4/20/14 11.48 40
4/20/15 12.26 46
4/21/12 12.60 28
4/21/13 13.41 32
4/21/14 11.48 48
4/21/15 12.26 46
4/22/12 12.60 36
4/22/13 13.41 46
4/22/14 11.48 50
4/22/15 12.26 50
4/23/12 12.60 46
4/23/13 13.41 46
4/23/14 11.48 56
4/23/15 12.26 50
4/24/12 12.60 48
4/24/13 13.41 46
4/24/14 11.48 54
4/24/15 12.26 48
4/25/12 12.60 48
4/25/13 12.46 42
4/25/14 11.48 54
4/25/15 12.26 32
4/26/12 12.60 46
4/26/13 12.46 44
4/26/14 11.48 32
4/26/15 12.26 38
4/27/12 12.60 48
4/27/13 12.46 36
4/27/14 11.48 38
4/27/15 12.26 48
4/28/12 12.60 34
4/28/13 12.46 38
4/28/14 11.48 50
4/28/15 12.26 50
4/29/12 12.60 28
4/29/13 12.46 36
4/29/14 11.48 36
4/29/15 12.26 44
4/30/12 12.60 36
4/30/13 12.46 34
4/30/14 11.48 34
4/30/15 12.26 46
5/13/12 10.47 40
5/13/13 12.46 50
5/13/14 11.48 56
5/13/15 12.26 52
5/14/12 10.47 60
5/14/13 12.46 50
5/14/14 11.48 48
5/14/15 12.26 50
5/15/12 10.47 56
5/15/13 12.46 42
5/15/14 11.48 54
5/15/15 12.26 48
5/16/12 10.47 58
5/16/13 12.46 50
5/16/14 11.48 54
5/16/15 12.26 34
5/17/12 10.47 64
5/17/13 12.46 48
5/17/14 11.48 40
5/17/15 12.26 34
5/18/12 10.47 62
5/18/13 12.46 30
5/18/14 11.48 38
5/18/15 12.26 52
5/19/12 10.47 38
5/19/13 12.46 36
5/19/14 11.48 52
5/19/15 12.26 52
5/20/12 10.47 38
5/20/13 12.46 50
5/20/14 11.48 50
5/20/15 12.26 50
5/21/12 10.47 64
5/21/13 12.46 46
5/21/14 11.48 54
5/21/15 12.26 50
5/22/12 10.47 58
5/22/13 12.46 48
5/22/14 11.48 50
5/22/15 12.26 44
5/23/12 10.47 64
5/23/13 12.46 50
5/23/14 11.48 54
5/23/15 12.26 38
5/24/12 10.47 56
5/24/13 12.46 42
5/24/14 11.48 34
5/24/15 12.26 30
5/25/12 10.47 56
5/25/13 12.46 30
5/25/14 11.48 40
5/25/15 12.26 50
5/26/12 10.47 40
5/26/13 12.46 34
5/26/14 11.48 52
5/26/15 12.26 46
5/27/12 10.47 42
5/27/13 12.46 50
5/27/14 11.48 56
5/27/15 12.26 52
5/28/12 10.47 60
5/28/13 12.46 48
5/28/14 11.48 56
5/28/15 12.26 50
5/29/12 10.47 60
5/29/13 12.46 50
5/29/14 11.48 48
5/29/15 12.26 52
5/30/12 10.47 60
5/30/13 12.46 50
5/30/14 11.48 52
5/30/15 12.26 34
5/31/12 10.47 64
5/31/13 12.46 42
5/31/14 11.48 38
5/31/15 12.26 26
6/13/12 10.47 64
6/13/13 12.46 42
6/13/14 11.48 50
6/13/15 12.26 32
6/14/12 10.47 64
6/14/13 12.46 46
6/14/14 11.48 40
6/14/15 12.26 30
6/15/12 10.47 60
6/15/13 12.46 38
6/15/14 11.48 34
6/15/15 12.26 52
6/16/12 10.47 44
6/16/13 12.46 38
6/16/14 11.48 52
6/16/15 12.26 48
6/17/12 10.47 46
6/17/13 12.46 42
6/17/14 11.48 56
6/17/15 12.26 50
6/18/12 10.47 64
6/18/13 12.46 42
6/18/14 11.48 56
6/18/15 12.26 48
6/19/12 10.47 64
6/19/13 12.46 48
6/19/14 11.48 52
6/19/15 12.26 44
6/20/12 10.47 58
6/20/13 12.46 48
6/20/14 11.48 56
6/20/15 12.26 38
6/21/12 10.47 62
6/21/13 12.46 42
6/21/14 11.48 36
6/21/15 12.26 32
6/22/12 10.47 64
6/22/13 12.46 22
6/22/14 11.48 32
6/22/15 12.26 46
6/23/12 10.47 38
6/23/13 12.46 24
6/23/14 11.48 50
6/23/15 12.26 46
6/24/12 10.47 38
6/24/13 12.46 34
6/24/14 11.48 56
6/24/15 12.26 50
6/25/12 10.47 62
6/25/13 12.46 44
6/25/14 11.48 50
6/25/15 12.26 48
6/26/12 10.47 56
6/26/13 12.46 42
6/26/14 11.48 50
6/26/15 12.26 46
6/27/12 10.47 56
6/27/13 12.46 48
6/27/14 11.48 54
6/27/15 12.26 36
6/28/12 10.47 56
6/28/13 12.46 50
6/28/14 11.48 38
6/28/15 12.26 34
6/29/12 10.47 60
6/29/13 12.46 36
6/29/14 11.48 32
6/29/15 12.26 48
6/30/12 10.47 46
6/30/13 12.46 32
6/30/14 11.48 52
6/30/15 12.26 52
7/13/12 10.47 56
7/13/13 12.46 32
7/13/14 11.48 32
7/13/15 12.26 46
7/14/12 10.47 46
7/14/13 12.46 30
7/14/14 11.48 52
7/14/15 12.26 46
7/15/12 10.47 38
7/15/13 12.46 48
7/15/14 11.48 56
7/15/15 12.26 48
7/16/12 10.47 58
7/16/13 12.46 50
7/16/14 11.48 48
7/16/15 12.26 44
7/17/12 10.47 56
7/17/13 12.46 48
7/17/14 11.48 48
7/17/15 12.26 48
7/18/12 10.47 62
7/18/13 12.46 50
7/18/14 11.48 50
7/18/15 12.26 36
7/19/12 10.47 64
7/19/13 12.46 46
7/19/14 11.48 32
7/19/15 12.26 34
7/20/12 10.47 62
7/20/13 12.46 32
7/20/14 11.48 38
7/20/15 12.26 46
7/21/12 10.47 38
7/21/13 12.46 38
7/21/14 11.48 48
7/21/15 12.26 48
7/22/12 10.47 40
7/22/13 12.46 44
7/22/14 11.48 48
7/22/15 12.26 48
7/23/12 10.47 56
7/23/13 12.46 46
7/23/14 11.48 54
7/23/15 12.26 44
7/24/12 10.47 64
7/24/13 12.46 50
7/24/14 11.48 48
7/24/15 12.26 50
7/25/12 10.47 62
7/25/13 12.46 50
7/25/14 11.48 50
7/25/15 12.26 30
7/26/12 10.47 58
7/26/13 12.46 50
7/26/14 11.48 34
7/26/15 12.26 38
7/27/12 10.47 64
7/27/13 12.46 32
7/27/14 11.48 40
7/27/15 12.26 46
7/28/12 10.47 46
7/28/13 12.46 36
7/28/14 11.48 48
7/28/15 12.26 48
7/29/12 10.47 44
7/29/13 12.46 46
7/29/14 11.48 48
7/29/15 12.26 46
7/30/12 10.47 62
7/30/13 12.46 50
7/30/14 11.48 52
7/30/15 12.26 52
7/31/12 10.47 56
7/31/13 12.46 42
7/31/14 11.48 50
7/31/15 12.26 48
8/13/12 10.47 58
8/13/13 12.46 50
8/13/14 11.48 48
8/13/15 11.26 50
8/14/12 10.47 60
8/14/13 12.46 48
8/14/14 11.48 50
8/14/15 11.26 56
8/15/12 10.47 64
8/15/13 12.46 44
8/15/14 11.48 52
8/15/15 11.26 36
8/16/12 10.47 56
8/16/13 12.46 44
8/16/14 11.48 34
8/16/15 11.26 34
8/17/12 10.47 62
8/17/13 12.46 36
8/17/14 11.48 38
8/17/15 11.26 54
8/18/12 10.47 44
8/18/13 12.46 34
8/18/14 12.77 46
8/18/15 11.26 50
8/19/12 10.47 46
8/19/13 12.46 48
8/19/14 12.77 50
8/19/15 11.26 54
8/20/12 10.47 58
8/20/13 12.46 48
8/20/14 12.77 44
8/20/15 11.26 54
8/21/12 10.47 58
8/21/13 12.46 48
8/21/14 12.77 44
8/21/15 11.26 50
8/22/12 10.47 58
8/22/13 12.46 50
8/22/14 12.77 42
8/22/15 11.26 38
8/23/12 10.47 58
8/23/13 10.45 56
8/23/14 12.77 34
8/23/15 11.26 36
8/24/12 10.47 64
8/24/13 10.45 38
8/24/14 12.77 28
8/24/15 11.26 52
8/25/12 10.47 46
8/25/13 10.45 40
8/25/14 12.77 50
8/25/15 11.26 54
8/26/12 10.47 38
8/26/13 10.45 60
8/26/14 12.77 48
8/26/15 11.26 56
8/27/12 10.47 58
8/27/13 10.45 56
8/27/14 12.77 46
8/27/15 11.26 56
8/28/12 10.47 56
8/28/13 10.45 70
8/28/14 12.77 50
8/28/15 11.26 50
8/29/12 12.42 48
8/29/13 10.45 72
8/29/14 12.77 50
8/29/15 11.26 42
8/30/12 12.42 52
8/30/13 10.45 70
8/30/14 12.77 36
8/30/15 11.26 38
8/31/12 12.42 46
8/31/13 10.45 44
8/31/14 12.77 32
8/31/15 11.26 54
9/13/12 12.42 52
9/13/13 10.45 56
9/13/14 12.77 30
9/14/12 12.42 52
9/14/13 10.45 42
9/14/14 12.77 28
9/15/12 12.42 30
9/15/13 10.45 38
9/15/14 12.77 50
9/16/12 12.42 36
9/16/13 10.45 58
9/16/14 12.77 48
9/17/12 12.42 44
9/17/13 10.45 62
9/17/14 12.77 46
9/18/12 12.42 44
9/18/13 10.45 64
9/18/14 12.77 46
9/19/12 12.42 46
9/19/13 10.45 60
9/19/14 12.77 34
9/20/12 12.42 46
9/20/13 10.45 60
9/20/14 12.77 24
9/21/12 12.42 52
9/21/13 10.45 44
9/21/14 12.77 20
9/22/12 12.42 30
9/22/13 10.45 42
9/22/14 12.77 50
9/23/12 12.42 30
9/23/13 10.45 62
9/23/14 12.77 48
9/24/12 12.42 52
9/24/13 10.45 60
9/24/14 12.77 48
9/25/12 12.42 44
9/25/13 10.45 62
9/25/14 12.77 46
9/26/12 12.42 46
9/26/13 10.45 64
9/26/14 12.77 44
9/27/12 12.42 50
9/27/13 10.45 62
9/27/14 12.77 28
9/28/12 12.42 50
9/28/13 10.45 46
9/28/14 12.77 30
9/29/12 12.42 36
9/29/13 10.45 40
9/29/14 12.77 46
9/30/12 12.42 38
9/30/13 10.45 38
9/30/14 12.77 50
COKE 01/01/12 12.60 30
01/01/13 13.41 30
01/01/14 12.37 44
01/01/15 10.81 36
01/02/12 12.60 34
01/02/13 13.41 40
01/02/14 12.37 40
01/02/15 10.81 60
01/03/12 12.60 28
01/03/13 13.41 40
01/03/14 12.37 42
01/03/15 10.81 40
01/04/12 12.60 42
01/04/13 13.41 48
01/04/14 12.37 42
01/04/15 10.81 36
01/05/12 12.60 58
01/05/13 13.41 32
01/05/14 12.37 42
01/05/15 10.81 54
01/06/12 12.60 54
01/06/13 13.41 40
01/06/14 12.37 60
01/06/15 10.81 52
01/07/12 12.60 42
01/07/13 13.41 52
01/07/14 12.37 52
01/07/15 10.81 52
01/08/12 12.60 42
01/08/13 13.41 48
01/08/14 12.37 60
01/08/15 10.81 72
01/09/12 12.60 54
01/09/13 13.41 50
01/09/14 12.37 52
01/09/15 10.81 64
01/10/12 12.60 58
01/10/13 13.41 48
01/10/14 12.37 54
01/10/15 10.81 48
01/11/12 12.60 52
01/11/13 13.41 54
01/11/14 12.37 42
01/11/15 10.81 36
01/12/12 12.60 60
01/12/13 13.41 40
01/12/14 12.37 40
01/12/15 10.81 64
02/01/12 12.60 48
02/01/13 13.41 50
02/01/14 12.37 36
02/01/15 10.81 24
02/02/12 12.60 34
02/02/13 13.41 40
02/02/14 12.37 44
02/02/15 10.81 42
02/03/12 12.60 32
02/03/13 13.41 36
02/03/14 12.37 44
02/03/15 10.81 52
02/04/12 12.60 20
02/04/13 13.41 54
02/04/14 12.37 56
02/04/15 10.81 52
02/05/12 12.60 28
02/05/13 13.41 52
02/05/14 12.37 54
02/05/15 10.81 44
02/06/12 12.60 32
02/06/13 13.41 50
02/06/14 12.37 54
02/06/15 10.81 40
02/07/12 12.60 30
02/07/13 13.41 50
02/07/14 12.37 60
02/07/15 10.81 42
02/08/12 12.60 30
02/08/13 13.41 50
02/08/14 12.37 44
02/08/15 10.81 52
02/09/12 12.60 42
02/09/13 13.41 36
02/09/14 12.37 28
02/09/15 10.81 70
02/10/12 12.60 44
02/10/13 13.41 34
02/10/14 12.37 42
02/10/15 10.81 68
02/11/12 12.60 40
02/11/13 13.41 50
02/11/14 12.37 44
02/11/15 10.81 66
02/12/12 12.60 34
02/12/13 13.41 44
02/12/14 12.37 40
02/12/15 10.81 66
03/01/12 12.60 50
03/01/13 13.13 50
13.41 80
03/01/14 12.37 36
03/01/15 10.81 40
03/02/12 12.60 46
03/02/13 13.41 26
03/02/14 12.37 32
03/02/15 10.81 52
03/03/12 12.60 30
03/03/13 13.41 34
03/03/14 12.37 46
03/03/15 10.81 52
03/04/12 12.60 28
03/04/13 13.41 42
03/04/14 12.37 44
03/04/15 10.81 52
03/05/12 12.60 46
03/05/13 13.41 42
03/05/14 12.37 52
03/05/15 10.81 56
03/06/12 12.60 44
03/06/13 13.41 44
03/06/14 12.37 46
03/06/15 10.81 56
03/07/12 12.60 44
03/07/13 13.41 44
03/07/14 12.37 52
03/07/15 10.81 44
03/08/12 12.60 42
03/08/13 13.41 44
03/08/14 12.37 30
03/08/15 10.81 36
03/09/12 12.60 44
03/09/13 13.41 34
03/09/14 12.37 32
03/09/15 10.81 56
03/10/12 12.60 28
03/10/13 13.41 26
03/10/14 12.37 48
03/10/15 10.81 52
03/11/12 12.60 34
03/11/13 13.41 50
03/11/14 12.37 48
03/11/15 10.81 56
03/12/12 12.60 50
03/12/13 13.41 38
03/12/14 12.37 48
03/12/15 10.81 60
04/01/12 12.60 34
04/01/13 13.41 46
04/01/14 12.37 44
04/01/15 10.81 60
04/02/12 12.60 44
04/02/13 13.41 26
04/02/14 12.37 48
04/02/15 10.81 56
04/03/12 12.60 36
04/03/13 13.41 30
04/03/14 12.37 44
04/03/15 10.81 56
04/04/12 12.60 30
04/04/13 13.41 30
04/04/14 12.37 38
04/04/15 10.81 40
04/05/12 12.60 30
04/05/13 13.41 44
04/05/14 12.37 22
04/05/15 10.81 24
04/06/12 12.60 44
04/06/13 13.41 26
04/06/14 12.37 24
04/06/15 10.81 42
04/07/12 12.60 32
04/07/13 13.41 26
04/07/14 12.37 46
04/07/15 10.81 38
04/08/12 12.60 30
04/08/13 13.41 38
04/08/14 12.37 50
04/08/15 10.81 52
04/09/12 12.60 44
04/09/13 13.41 40
04/09/14 12.37 52
04/09/15 10.81 56
04/10/12 12.60 50
04/10/13 13.41 42
04/10/14 12.37 52
04/10/15 10.81 54
04/11/12 12.60 50
04/11/13 13.41 40
04/11/14 12.37 46
04/11/15 10.81 38
04/12/12 12.60 50
04/12/13 13.41 44
04/12/14 12.37 30
04/12/15 10.81 40
05/01/12 10.47 44
05/01/13 12.46 30
05/01/14 11.48 36
05/01/15 12.26 38
05/02/12 10.47 42
05/02/13 12.46 44
05/02/14 11.48 50
05/02/15 12.26 20
05/03/12 10.47 58
05/03/13 12.46 46
05/03/14 11.48 40
05/03/15 12.26 24
05/04/12 10.47 58
05/04/13 12.46 36
05/04/14 11.48 36
05/04/15 12.26 48
05/05/12 10.47 40
05/05/13 12.46 30
05/05/14 11.48 50
05/05/15 12.26 46
05/06/12 10.47 42
05/06/13 12.46 48
05/06/14 11.48 54
05/06/15 12.26 52
05/07/12 10.47 60
05/07/13 12.46 46
05/07/14 11.48 54
05/07/15 12.26 44
05/08/12 10.47 60
05/08/13 12.46 48
05/08/14 11.48 54
05/08/15 12.26 48
05/09/12 10.47 62
05/09/13 12.46 50
05/09/14 11.48 48
05/09/15 12.26 38
05/10/12 10.47 58
05/10/13 12.46 48
05/10/14 11.48 40
05/10/15 12.26 30
05/11/12 10.47 62
05/11/13 12.46 36
05/11/14 11.48 40
05/11/15 12.26 44
05/12/12 10.47 42
05/12/13 12.46 36
05/12/14 11.48 50
05/12/15 12.26 52
06/01/12 10.47 60
06/01/13 12.46 36
06/01/14 11.48 40
06/01/15 12.26 38
06/02/12 10.47 46
06/02/13 12.46 30
06/02/14 11.48 54
06/02/15 12.26 30
06/03/12 10.47 42
06/03/13 12.46 46
06/03/14 11.48 56
06/03/15 12.26 44
06/04/12 10.47 42
06/04/13 12.46 48
06/04/14 11.48 52
06/04/15 12.26 44
06/05/12 10.47 40
06/05/13 12.46 48
06/05/14 11.48 56
06/05/15 12.26 44
06/06/12 10.47 38
06/06/13 12.46 42
06/06/14 11.48 54
06/06/15 12.26 34
06/07/12 10.47 62
06/07/13 12.46 50
06/07/14 11.48 34
06/07/15 12.26 30
06/08/12 10.47 56
06/08/13 12.46 32
06/08/14 11.48 40
06/08/15 12.26 52
06/09/12 10.47 46
06/09/13 12.46 30
06/09/14 11.48 52
06/09/15 12.26 50
06/10/12 10.47 38
06/10/13 12.46 42
06/10/14 11.48 34
06/10/15 12.26 50
06/11/12 10.47 58
06/11/13 12.46 50
06/11/14 11.48 36
06/11/15 12.26 44
06/12/12 10.47 64
06/12/13 12.46 48
06/12/14 11.48 38
06/12/15 12.26 50
07/01/12 10.47 38
07/01/13 12.46 50
07/01/14 11.48 54
07/01/15 12.26 44
07/02/12 10.47 60
07/02/13 12.46 44
07/02/14 11.48 52
07/02/15 12.26 44
07/03/12 10.47 62
07/03/13 12.46 48
07/03/14 11.48 50
07/03/15 12.26 50
07/04/12 10.47 64
07/04/13 12.46 42
07/04/14 11.48 50
07/04/15 12.26 30
07/05/12 10.47 58
07/05/13 12.46 50
07/05/14 11.48 38
07/05/15 12.26 32
07/06/12 10.47 56
07/06/13 12.46 30
07/06/14 11.48 38
07/06/15 12.26 52
07/07/12 10.47 44
07/07/13 12.46 30
07/07/14 11.48 56
07/07/15 12.26 48
07/08/12 10.47 44
07/08/13 12.46 48
07/08/14 11.48 50
07/08/15 12.26 50
07/09/12 10.47 60
07/09/13 12.46 46
07/09/14 11.48 54
07/09/15 12.26 44
07/10/12 10.47 56
07/10/13 12.46 50
07/10/14 11.48 50
07/10/15 12.26 48
07/11/12 10.47 58
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5/31/15 12.26 26
6/13/12 10.47 64
6/13/13 12.46 42
6/13/14 11.48 50
6/13/15 12.26 32
6/14/12 10.47 64
6/14/13 12.46 46
6/14/14 11.48 40
6/14/15 12.26 30
6/15/12 10.47 60
6/15/13 12.46 38
6/15/14 11.48 34
6/15/15 12.26 52
6/16/12 10.47 44
6/16/13 12.46 38
6/16/14 11.48 52
6/16/15 12.26 48
6/17/12 10.47 46
6/17/13 12.46 42
6/17/14 11.48 56
6/17/15 12.26 50
6/18/12 10.47 64
6/18/13 12.46 42
6/18/14 11.48 56
6/18/15 12.26 48
6/19/12 10.47 64
6/19/13 12.46 48
6/19/14 11.48 52
6/19/15 12.26 44
6/20/12 10.47 58
6/20/13 12.46 48
6/20/14 11.48 56
6/20/15 12.26 38
6/21/12 10.47 62
6/21/13 12.46 42
6/21/14 11.48 36
6/21/15 12.26 32
6/22/12 10.47 64
6/22/13 12.46 22
6/22/14 11.48 32
6/22/15 12.26 46
6/23/12 10.47 38
6/23/13 12.46 24
6/23/14 11.48 50
6/23/15 12.26 46
6/24/12 10.47 38
6/24/13 12.46 34
6/24/14 11.48 56
6/24/15 12.26 50
6/25/12 10.47 62
6/25/13 12.46 44
6/25/14 11.48 50
6/25/15 12.26 48
6/26/12 10.47 56
6/26/13 12.46 42
6/26/14 11.48 50
6/26/15 12.26 46
6/27/12 10.47 56
6/27/13 12.46 48
6/27/14 11.48 54
6/27/15 12.26 36
6/28/12 10.47 56
6/28/13 12.46 50
6/28/14 11.48 38
6/28/15 12.26 34
6/29/12 10.47 60
6/29/13 12.46 36
6/29/14 11.48 32
6/29/15 12.26 48
6/30/12 10.47 46
6/30/13 12.46 32
6/30/14 11.48 52
6/30/15 12.26 52
7/13/12 10.47 56
7/13/13 12.46 32
7/13/14 11.48 32
7/13/15 12.26 46
7/14/12 10.47 46
7/14/13 12.46 30
7/14/14 11.48 52
7/14/15 12.26 46
7/15/12 10.47 38
7/15/13 12.46 48
7/15/14 11.48 56
7/15/15 12.26 48
7/16/12 10.47 58
7/16/13 12.46 50
7/16/14 11.48 48
7/16/15 12.26 44
7/17/12 10.47 56
7/17/13 12.46 48
7/17/14 11.48 48
7/17/15 12.26 48
7/18/12 10.47 62
7/18/13 12.46 50
7/18/14 11.48 50
7/18/15 12.26 36
7/19/12 10.47 64
7/19/13 12.46 46
7/19/14 11.48 32
7/19/15 12.26 34
7/20/12 10.47 62
7/20/13 12.46 32
7/20/14 11.48 38
7/20/15 12.26 46
7/21/12 10.47 38
7/21/13 12.46 38
7/21/14 11.48 48
7/21/15 12.26 48
7/22/12 10.47 40
7/22/13 12.46 44
7/22/14 11.48 48
7/22/15 12.26 48
7/23/12 10.47 56
7/23/13 12.46 46
7/23/14 11.48 54
7/23/15 12.26 44
7/24/12 10.47 64
7/24/13 12.46 50
7/24/14 11.48 48
7/24/15 12.26 50
7/25/12 10.47 62
7/25/13 12.46 50
7/25/14 11.48 50
7/25/15 12.26 30
7/26/12 10.47 58
7/26/13 12.46 50
7/26/14 11.48 34
7/26/15 12.26 38
7/27/12 10.47 64
7/27/13 12.46 32
7/27/14 11.48 40
7/27/15 12.26 46
7/28/12 10.47 46
7/28/13 12.46 36
7/28/14 11.48 48
7/28/15 12.26 48
7/29/12 10.47 44
7/29/13 12.46 46
7/29/14 11.48 48
7/29/15 12.26 46
7/30/12 10.47 62
7/30/13 12.46 50
7/30/14 11.48 52
7/30/15 12.26 52
7/31/12 10.47 56
7/31/13 12.46 42
7/31/14 11.48 50
7/31/15 12.26 48
8/13/12 10.47 58
8/13/13 12.46 50
8/13/14 11.48 48
8/13/15 11.26 50
8/14/12 10.47 60
8/14/13 12.46 48
8/14/14 11.48 50
8/14/15 11.26 56
8/15/12 10.47 64
8/15/13 12.46 44
8/15/14 11.48 52
8/15/15 11.26 36
8/16/12 10.47 56
8/16/13 12.46 44
8/16/14 11.48 34
8/16/15 11.26 34
8/17/12 10.47 62
8/17/13 12.46 36
8/17/14 11.48 38
8/17/15 11.26 54
8/18/12 10.47 44
8/18/13 12.46 34
8/18/14 12.77 46
8/18/15 11.26 50
8/19/12 10.47 46
8/19/13 12.46 48
8/19/14 12.77 50
8/19/15 11.26 54
8/20/12 10.47 58
8/20/13 12.46 48
8/20/14 12.77 44
8/20/15 11.26 54
8/21/12 10.47 58
8/21/13 12.46 48
8/21/14 12.77 44
8/21/15 11.26 50
8/22/12 10.47 58
8/22/13 12.46 50
8/22/14 12.77 42
8/22/15 11.26 38
8/23/12 10.47 58
8/23/13 10.45 56
8/23/14 12.77 34
8/23/15 11.26 36
8/24/12 10.47 64
8/24/13 10.45 38
8/24/14 12.77 28
8/24/15 11.26 52
8/25/12 10.47 46
8/25/13 10.45 40
8/25/14 12.77 50
8/25/15 11.26 54
8/26/12 10.47 38
8/26/13 10.45 60
8/26/14 12.77 48
8/26/15 11.26 56
8/27/12 10.47 58
8/27/13 10.45 56
8/27/14 12.77 46
8/27/15 11.26 56
8/28/12 10.47 56
8/28/13 10.45 70
8/28/14 12.77 50
8/28/15 11.26 50
8/29/12 12.42 48
8/29/13 10.45 72
8/29/14 12.77 50
8/29/15 11.26 42
8/30/12 12.42 52
8/30/13 10.45 70
8/30/14 12.77 36
8/30/15 11.26 38
8/31/12 12.42 46
8/31/13 10.45 44
8/31/14 12.77 32
8/31/15 11.26 54
9/13/12 12.42 52
9/13/13 10.45 56
9/13/14 12.77 30
9/14/12 12.42 52
9/14/13 10.45 42
9/14/14 12.77 28
9/15/12 12.42 30
9/15/13 10.45 38
9/15/14 12.77 50
9/16/12 12.42 36
9/16/13 10.45 58
9/16/14 12.77 48
9/17/12 12.42 44
9/17/13 10.45 62
9/17/14 12.77 46
9/18/12 12.42 44
9/18/13 10.45 64
9/18/14 12.77 46
9/19/12 12.42 46
9/19/13 10.45 60
9/19/14 12.77 34
9/20/12 12.42 46
9/20/13 10.45 60
9/20/14 12.77 24
9/21/12 12.42 52
9/21/13 10.45 44
9/21/14 12.77 20
9/22/12 12.42 30
9/22/13 10.45 42
9/22/14 12.77 50
9/23/12 12.42 30
9/23/13 10.45 62
9/23/14 12.77 48
9/24/12 12.42 52
9/24/13 10.45 60
9/24/14 12.77 48
9/25/12 12.42 44
9/25/13 10.45 62
9/25/14 12.77 46
9/26/12 12.42 46
9/26/13 10.45 64
9/26/14 12.77 44
9/27/12 12.42 50
9/27/13 10.45 62
9/27/14 12.77 28
9/28/12 12.42 50
9/28/13 10.45 46
9/28/14 12.77 30
9/29/12 12.42 36
9/29/13 10.45 40
9/29/14 12.77 46
9/30/12 12.42 38
9/30/13 10.45 38
9/30/14 12.77 50
Name: QUANTITY, dtype: int64
data1.shape
intermediate_data = b.reset_index()
(10808, 6)
data1.shape
(10808, 6)
b.shape
(10792,)
intermediate_data.head()
| SELL_ID | SELL_CATEGORY | ITEM_NAME | CALENDAR_DATE | PRICE | QUANTITY | |
|---|---|---|---|---|---|---|
| 0 | 1070 | 0 | BURGER | 01/01/12 | 15.5 | 46 |
| 1 | 1070 | 0 | BURGER | 01/01/13 | 15.5 | 60 |
| 2 | 1070 | 0 | BURGER | 01/01/14 | 15.5 | 72 |
| 3 | 1070 | 0 | BURGER | 01/01/15 | 14.0 | 66 |
| 4 | 1070 | 0 | BURGER | 01/02/12 | 15.5 | 70 |
intermediate_data['CALENDAR_DATE'].min()
'01/01/12'
intermediate_data['CALENDAR_DATE'].max()
'9/30/14'
combined_data = pd.merge(intermediate_data, date_info, on = 'CALENDAR_DATE')
combined_data.head()
| SELL_ID | SELL_CATEGORY | ITEM_NAME | CALENDAR_DATE | PRICE | QUANTITY | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1070 | 0 | BURGER | 1/13/12 | 15.50 | 100 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 1 | 2051 | 2 | BURGER | 1/13/12 | 12.73 | 40 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 2 | 2051 | 2 | COKE | 1/13/12 | 12.73 | 40 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 3 | 2052 | 2 | BURGER | 1/13/12 | 12.75 | 26 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 4 | 2052 | 2 | LEMONADE | 1/13/12 | 12.75 | 26 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
combined_data.shape
(6696, 12)
combined_data[combined_data.isnull().any(axis=1)]
| SELL_ID | SELL_CATEGORY | ITEM_NAME | CALENDAR_DATE | PRICE | QUANTITY | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR |
|---|
np.unique(combined_data['HOLIDAY'])
np.unique(combined_data['IS_WEEKEND'])
np.unique(combined_data['IS_SCHOOLBREAK'])
array(['Dragon Boat Festivel', 'Labor Day', 'Luner New Year',
'Mid-Autumn Day', 'No Holiday'], dtype=object)
array([0, 1])
array([0, 1])
bau_data = combined_data[(combined_data['HOLIDAY']=='No Holiday') & (combined_data['IS_SCHOOLBREAK']==0) & (combined_data['IS_WEEKEND']==0)]
bau_data.head()
| SELL_ID | SELL_CATEGORY | ITEM_NAME | CALENDAR_DATE | PRICE | QUANTITY | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1070 | 0 | BURGER | 1/13/12 | 15.50 | 100 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 1 | 2051 | 2 | BURGER | 1/13/12 | 12.73 | 40 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 2 | 2051 | 2 | COKE | 1/13/12 | 12.73 | 40 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 3 | 2052 | 2 | BURGER | 1/13/12 | 12.75 | 26 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 4 | 2052 | 2 | LEMONADE | 1/13/12 | 12.75 | 26 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
bau_data.shape
(3768, 12)
np.unique(bau_data['HOLIDAY'])
np.unique(bau_data['IS_WEEKEND'])
np.unique(bau_data['IS_SCHOOLBREAK'])
array(['No Holiday'], dtype=object)
array([0])
array([0])
bau_data[bau_data['IS_WEEKEND']==1]
| SELL_ID | SELL_CATEGORY | ITEM_NAME | CALENDAR_DATE | PRICE | QUANTITY | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR |
|---|
bau_data[bau_data['HOLIDAY']!='No Holiday']
| SELL_ID | SELL_CATEGORY | ITEM_NAME | CALENDAR_DATE | PRICE | QUANTITY | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR |
|---|
# Data exploration
plt.hist(bau_data.ITEM_NAME)
(array([1884., 0., 0., 942., 0., 0., 471., 0., 0.,
471.]),
array([0. , 0.3, 0.6, 0.9, 1.2, 1.5, 1.8, 2.1, 2.4, 2.7, 3. ]),
<a list of 10 Patch objects>)
plt.hist(bau_data.PRICE)
(array([ 411., 388., 441., 1159., 790., 108., 122., 111., 174.,
64.]),
array([10.12 , 10.758, 11.396, 12.034, 12.672, 13.31 , 13.948, 14.586,
15.224, 15.862, 16.5 ]),
<a list of 10 Patch objects>)
plt.scatter(combined_data['PRICE'], combined_data['QUANTITY'])
<matplotlib.collections.PathCollection at 0x7fa2d17b0d90>
plt.scatter(bau_data['PRICE'], bau_data['QUANTITY'])
<matplotlib.collections.PathCollection at 0x7fa2c0b453d0>
sns.pairplot(combined_data[['PRICE','QUANTITY','ITEM_NAME']], hue = 'ITEM_NAME', plot_kws={'alpha':0.1})
<seaborn.axisgrid.PairGrid at 0x7fa2b0f0c410>
sns.pairplot(bau_data[['PRICE','QUANTITY','ITEM_NAME']], hue = 'ITEM_NAME', plot_kws={'alpha':0.1})
<seaborn.axisgrid.PairGrid at 0x7fa278e15d90>
The price density plot is bimodal. From the graph we can see that for all quantities, as the price is increased the quantity sold is decreased. Although coke is hidden in this view. We xan go ahead and calculate the price elasticities for this.
burger = combined_data[combined_data['ITEM_NAME'] == 'BURGER']
burger.head()
burger.shape
burger.describe()
sns.scatterplot(x = burger.PRICE, y = burger.QUANTITY )
| SELL_ID | SELL_CATEGORY | ITEM_NAME | CALENDAR_DATE | PRICE | QUANTITY | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1070 | 0 | BURGER | 1/13/12 | 15.50 | 100 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 1 | 2051 | 2 | BURGER | 1/13/12 | 12.73 | 40 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 3 | 2052 | 2 | BURGER | 1/13/12 | 12.75 | 26 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 5 | 2053 | 2 | BURGER | 1/13/12 | 12.60 | 58 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 8 | 1070 | 0 | BURGER | 1/13/13 | 15.50 | 70 | 2013 | No Holiday | 1 | 0 | 30.2 | 0 |
(3348, 12)
| SELL_ID | SELL_CATEGORY | PRICE | QUANTITY | YEAR | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|
| count | 3348.000000 | 3348.000000 | 3348.000000 | 3348.000000 | 3348.000000 | 3348.000000 | 3348.000000 | 3348.000000 | 3348.000000 |
| mean | 1806.500000 | 1.500000 | 12.858572 | 44.974313 | 2013.351254 | 0.284349 | 0.200717 | 56.255914 | 0.878136 |
| std | 425.282579 | 0.866155 | 1.565046 | 25.747886 | 1.062567 | 0.451171 | 0.400596 | 19.996348 | 0.327177 |
| min | 1070.000000 | 0.000000 | 10.120000 | 8.000000 | 2012.000000 | 0.000000 | 0.000000 | 14.000000 | 0.000000 |
| 25% | 1805.750000 | 1.500000 | 11.530000 | 24.000000 | 2012.000000 | 0.000000 | 0.000000 | 35.600000 | 1.000000 |
| 50% | 2051.500000 | 2.000000 | 12.640000 | 36.000000 | 2013.000000 | 0.000000 | 0.000000 | 59.000000 | 1.000000 |
| 75% | 2052.250000 | 2.000000 | 13.557500 | 60.000000 | 2014.000000 | 1.000000 | 0.000000 | 75.200000 | 1.000000 |
| max | 2053.000000 | 2.000000 | 16.500000 | 124.000000 | 2015.000000 | 1.000000 | 1.000000 | 87.800000 | 1.000000 |
<matplotlib.axes._subplots.AxesSubplot at 0x7fa281272e50>
From the above scatter plot it is clearly visible that there must be different types of burgers being sold. Now let's see the same distributin whenwe differentiate with SELL_ID which indicates if the burger was a part of the combo and hence, must be treated separately.
burger = combined_data[combined_data['ITEM_NAME'] == 'BURGER']
# print(burger)
# print(burger.describe())
sns.scatterplot(data = burger, x = burger.PRICE, y = burger.QUANTITY , hue = 'SELL_ID', legend=False, alpha = 0.1)
<matplotlib.axes._subplots.AxesSubplot at 0x7fa2d1c13610>
np.unique(combined_data.SELL_ID)
array([1070, 2051, 2052, 2053])
np.unique(combined_data.SELL_CATEGORY)
array([0, 2])
burger_1070 = combined_data[(combined_data['ITEM_NAME'] == 'BURGER') & (combined_data['SELL_ID'] == 1070)]
burger_1070.head()
burger_1070.describe()
sns.scatterplot(data = burger_1070, x = burger_1070.PRICE, y = burger_1070.QUANTITY, alpha = 0.1)
| SELL_ID | SELL_CATEGORY | ITEM_NAME | CALENDAR_DATE | PRICE | QUANTITY | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1070 | 0 | BURGER | 1/13/12 | 15.5 | 100 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 8 | 1070 | 0 | BURGER | 1/13/13 | 15.5 | 70 | 2013 | No Holiday | 1 | 0 | 30.2 | 0 |
| 16 | 1070 | 0 | BURGER | 1/13/14 | 15.5 | 104 | 2014 | No Holiday | 0 | 0 | 28.4 | 0 |
| 24 | 1070 | 0 | BURGER | 1/13/15 | 14.0 | 116 | 2015 | No Holiday | 0 | 0 | 28.4 | 0 |
| 32 | 1070 | 0 | BURGER | 1/14/12 | 15.5 | 74 | 2012 | No Holiday | 1 | 0 | 23.0 | 0 |
| SELL_ID | SELL_CATEGORY | PRICE | QUANTITY | YEAR | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|
| count | 837.0 | 837.0 | 837.000000 | 837.000000 | 837.000000 | 837.000000 | 837.000000 | 837.000000 | 837.000000 |
| mean | 1070.0 | 0.0 | 15.154719 | 82.685783 | 2013.351254 | 0.284349 | 0.200717 | 56.255914 | 0.878136 |
| std | 0.0 | 0.0 | 0.744770 | 15.981238 | 1.063043 | 0.451373 | 0.400776 | 20.005316 | 0.327324 |
| min | 1070.0 | 0.0 | 14.000000 | 40.000000 | 2012.000000 | 0.000000 | 0.000000 | 14.000000 | 0.000000 |
| 25% | 1070.0 | 0.0 | 14.500000 | 68.000000 | 2012.000000 | 0.000000 | 0.000000 | 35.600000 | 1.000000 |
| 50% | 1070.0 | 0.0 | 15.500000 | 86.000000 | 2013.000000 | 0.000000 | 0.000000 | 59.000000 | 1.000000 |
| 75% | 1070.0 | 0.0 | 15.500000 | 92.000000 | 2014.000000 | 1.000000 | 0.000000 | 75.200000 | 1.000000 |
| max | 1070.0 | 0.0 | 16.500000 | 124.000000 | 2015.000000 | 1.000000 | 1.000000 | 87.800000 | 1.000000 |
<matplotlib.axes._subplots.AxesSubplot at 0x7fa2813cfc50>
# This is for the combined data
burger_model = ols("QUANTITY ~ PRICE", data=burger_1070).fit()
print(burger_model.summary())
fig = plt.figure(figsize=(12,8))
fig = sm.graphics.plot_partregress_grid(burger_model, fig=fig)
OLS Regression Results
==============================================================================
Dep. Variable: QUANTITY R-squared: 0.156
Model: OLS Adj. R-squared: 0.155
Method: Least Squares F-statistic: 153.9
Date: Sat, 20 Jun 2020 Prob (F-statistic): 1.45e-32
Time: 13:18:36 Log-Likelihood: -3436.0
No. Observations: 837 AIC: 6876.
Df Residuals: 835 BIC: 6885.
Df Model: 1
Covariance Type: nonrobust
==============================================================================
coef std err t P>|t| [0.025 0.975]
------------------------------------------------------------------------------
Intercept 210.9859 10.353 20.379 0.000 190.665 231.307
PRICE -8.4660 0.682 -12.407 0.000 -9.805 -7.127
==============================================================================
Omnibus: 42.869 Durbin-Watson: 1.714
Prob(Omnibus): 0.000 Jarque-Bera (JB): 34.664
Skew: -0.414 Prob(JB): 2.97e-08
Kurtosis: 2.446 Cond. No. 311.
==============================================================================
Warnings:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
burger = bau_data[bau_data['ITEM_NAME'] == 'BURGER']
burger.head()
burger.shape
burger.describe()
sns.scatterplot(x = burger.PRICE, y = burger.QUANTITY )
| SELL_ID | SELL_CATEGORY | ITEM_NAME | CALENDAR_DATE | PRICE | QUANTITY | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1070 | 0 | BURGER | 1/13/12 | 15.50 | 100 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 1 | 2051 | 2 | BURGER | 1/13/12 | 12.73 | 40 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 3 | 2052 | 2 | BURGER | 1/13/12 | 12.75 | 26 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 5 | 2053 | 2 | BURGER | 1/13/12 | 12.60 | 58 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 16 | 1070 | 0 | BURGER | 1/13/14 | 15.50 | 104 | 2014 | No Holiday | 0 | 0 | 28.4 | 0 |
(1884, 12)
| SELL_ID | SELL_CATEGORY | PRICE | QUANTITY | YEAR | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|
| count | 1884.000000 | 1884.000000 | 1884.000000 | 1884.000000 | 1884.000000 | 1884.0 | 1884.0 | 1884.000000 | 1884.000000 |
| mean | 1806.500000 | 1.500000 | 12.830340 | 49.562633 | 2013.186837 | 0.0 | 0.0 | 53.691720 | 0.883227 |
| std | 425.331956 | 0.866255 | 1.567257 | 27.309516 | 1.058620 | 0.0 | 0.0 | 18.721922 | 0.321235 |
| min | 1070.000000 | 0.000000 | 10.120000 | 16.000000 | 2012.000000 | 0.0 | 0.0 | 14.000000 | 0.000000 |
| 25% | 1805.750000 | 1.500000 | 11.530000 | 28.000000 | 2012.000000 | 0.0 | 0.0 | 35.600000 | 1.000000 |
| 50% | 2051.500000 | 2.000000 | 12.640000 | 40.000000 | 2013.000000 | 0.0 | 0.0 | 53.600000 | 1.000000 |
| 75% | 2052.250000 | 2.000000 | 13.557500 | 74.000000 | 2014.000000 | 0.0 | 0.0 | 71.600000 | 1.000000 |
| max | 2053.000000 | 2.000000 | 16.500000 | 124.000000 | 2015.000000 | 0.0 | 0.0 | 87.800000 | 1.000000 |
<matplotlib.axes._subplots.AxesSubplot at 0x7fa279014510>
burger = bau_data[bau_data['ITEM_NAME'] == 'BURGER']
# print(burger)
# print(burger.describe())
sns.scatterplot(data = burger, x = burger.PRICE, y = burger.QUANTITY , hue = 'SELL_ID', legend=False, alpha = 0.1)
<matplotlib.axes._subplots.AxesSubplot at 0x7fa278fc9b10>
np.unique(bau_data.SELL_ID)
array([1070, 2051, 2052, 2053])
np.unique(bau_data.SELL_CATEGORY)
array([0, 2])
burger_1070 = bau_data[(bau_data['ITEM_NAME'] == 'BURGER') & (bau_data['SELL_ID'] == 1070)]
burger_1070.head()
burger_1070.describe()
sns.scatterplot(data = burger_1070, x = burger_1070.PRICE, y = burger_1070.QUANTITY, alpha = 0.1)
| SELL_ID | SELL_CATEGORY | ITEM_NAME | CALENDAR_DATE | PRICE | QUANTITY | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1070 | 0 | BURGER | 1/13/12 | 15.5 | 100 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 16 | 1070 | 0 | BURGER | 1/13/14 | 15.5 | 104 | 2014 | No Holiday | 0 | 0 | 28.4 | 0 |
| 24 | 1070 | 0 | BURGER | 1/13/15 | 14.0 | 116 | 2015 | No Holiday | 0 | 0 | 28.4 | 0 |
| 48 | 1070 | 0 | BURGER | 1/14/14 | 15.5 | 86 | 2014 | No Holiday | 0 | 0 | 28.4 | 1 |
| 56 | 1070 | 0 | BURGER | 1/14/15 | 14.0 | 122 | 2015 | No Holiday | 0 | 0 | 30.2 | 0 |
| SELL_ID | SELL_CATEGORY | PRICE | QUANTITY | YEAR | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|
| count | 471.0 | 471.0 | 471.000000 | 471.000000 | 471.000000 | 471.0 | 471.0 | 471.000000 | 471.000000 |
| mean | 1070.0 | 0.0 | 15.124204 | 91.622081 | 2013.186837 | 0.0 | 0.0 | 53.691720 | 0.883227 |
| std | 0.0 | 0.0 | 0.705577 | 9.437897 | 1.059464 | 0.0 | 0.0 | 18.736854 | 0.321491 |
| min | 1070.0 | 0.0 | 14.000000 | 74.000000 | 2012.000000 | 0.0 | 0.0 | 14.000000 | 0.000000 |
| 25% | 1070.0 | 0.0 | 14.500000 | 86.000000 | 2012.000000 | 0.0 | 0.0 | 35.600000 | 1.000000 |
| 50% | 1070.0 | 0.0 | 15.500000 | 90.000000 | 2013.000000 | 0.0 | 0.0 | 53.600000 | 1.000000 |
| 75% | 1070.0 | 0.0 | 15.500000 | 98.000000 | 2014.000000 | 0.0 | 0.0 | 70.700000 | 1.000000 |
| max | 1070.0 | 0.0 | 16.500000 | 124.000000 | 2015.000000 | 0.0 | 0.0 | 87.800000 | 1.000000 |
<matplotlib.axes._subplots.AxesSubplot at 0x7fa2728e3c10>
As you can see, the scatter plot is much cleaner. Although there does seem to be 2 separate trends
burger_model = ols("QUANTITY ~ PRICE", data=burger_1070).fit()
print(burger_model.summary())
fig = plt.figure(figsize=(12,8))
fig = sm.graphics.plot_partregress_grid(burger_model, fig=fig)
OLS Regression Results
==============================================================================
Dep. Variable: QUANTITY R-squared: 0.486
Model: OLS Adj. R-squared: 0.485
Method: Least Squares F-statistic: 444.2
Date: Sat, 20 Jun 2020 Prob (F-statistic): 7.16e-70
Time: 13:23:41 Log-Likelihood: -1568.2
No. Observations: 471 AIC: 3140.
Df Residuals: 469 BIC: 3149.
Df Model: 1
Covariance Type: nonrobust
==============================================================================
coef std err t P>|t| [0.025 0.975]
------------------------------------------------------------------------------
Intercept 232.7193 6.702 34.726 0.000 219.550 245.888
PRICE -9.3292 0.443 -21.077 0.000 -10.199 -8.459
==============================================================================
Omnibus: 152.164 Durbin-Watson: 1.040
Prob(Omnibus): 0.000 Jarque-Bera (JB): 339.594
Skew: 1.724 Prob(JB): 1.81e-74
Kurtosis: 5.326 Cond. No. 327.
==============================================================================
Warnings:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
Let's look at the bau data again to see if there is anything els ein the data we can use to further refine our model.
bau_data.head()
| SELL_ID | SELL_CATEGORY | ITEM_NAME | CALENDAR_DATE | PRICE | QUANTITY | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1070 | 0 | BURGER | 1/13/12 | 15.50 | 100 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 1 | 2051 | 2 | BURGER | 1/13/12 | 12.73 | 40 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 2 | 2051 | 2 | COKE | 1/13/12 | 12.73 | 40 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 3 | 2052 | 2 | BURGER | 1/13/12 | 12.75 | 26 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 4 | 2052 | 2 | LEMONADE | 1/13/12 | 12.75 | 26 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
bau2_data = combined_data[(combined_data['HOLIDAY']=='No Holiday') & (combined_data['IS_SCHOOLBREAK']==0) & (combined_data['IS_WEEKEND']==0) & (combined_data['IS_OUTDOOR']==1)]
burger_1070 = bau2_data[(bau2_data['ITEM_NAME'] == 'BURGER') & (bau2_data['SELL_ID'] == 1070)]
burger_1070.head()
burger_1070.describe()
sns.scatterplot(data = burger_1070, x = burger_1070.PRICE, y = burger_1070.QUANTITY, alpha = 0.1)
| SELL_ID | SELL_CATEGORY | ITEM_NAME | CALENDAR_DATE | PRICE | QUANTITY | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 48 | 1070 | 0 | BURGER | 1/14/14 | 15.5 | 86 | 2014 | No Holiday | 0 | 0 | 28.4 | 1 |
| 88 | 1070 | 0 | BURGER | 1/15/15 | 14.0 | 104 | 2015 | No Holiday | 0 | 0 | 32.0 | 1 |
| 120 | 1070 | 0 | BURGER | 1/16/15 | 14.0 | 100 | 2015 | No Holiday | 0 | 0 | 32.0 | 1 |
| 448 | 1070 | 0 | BURGER | 1/27/12 | 15.5 | 86 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| 576 | 1070 | 0 | BURGER | 1/31/12 | 15.5 | 84 | 2012 | No Holiday | 0 | 0 | 32.0 | 1 |
| SELL_ID | SELL_CATEGORY | PRICE | QUANTITY | YEAR | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|
| count | 416.0 | 416.0 | 416.000000 | 416.000000 | 416.000000 | 416.0 | 416.0 | 416.000000 | 416.0 |
| mean | 1070.0 | 0.0 | 15.139423 | 89.274038 | 2013.201923 | 0.0 | 0.0 | 57.282212 | 1.0 |
| std | 0.0 | 0.0 | 0.709511 | 6.811889 | 1.076628 | 0.0 | 0.0 | 16.890613 | 0.0 |
| min | 1070.0 | 0.0 | 14.000000 | 74.000000 | 2012.000000 | 0.0 | 0.0 | 26.600000 | 1.0 |
| 25% | 1070.0 | 0.0 | 14.500000 | 84.000000 | 2012.000000 | 0.0 | 0.0 | 41.000000 | 1.0 |
| 50% | 1070.0 | 0.0 | 15.000000 | 88.000000 | 2013.000000 | 0.0 | 0.0 | 59.000000 | 1.0 |
| 75% | 1070.0 | 0.0 | 15.500000 | 94.000000 | 2014.000000 | 0.0 | 0.0 | 71.600000 | 1.0 |
| max | 1070.0 | 0.0 | 16.500000 | 104.000000 | 2015.000000 | 0.0 | 0.0 | 87.800000 | 1.0 |
<matplotlib.axes._subplots.AxesSubplot at 0x7fa279030590>
burger_model = ols("QUANTITY ~ PRICE", data=burger_1070).fit()
print(burger_model.summary())
fig = plt.figure(figsize=(12,8))
fig = sm.graphics.plot_ccpr(burger_model, "PRICE")
OLS Regression Results
==============================================================================
Dep. Variable: QUANTITY R-squared: 0.813
Model: OLS Adj. R-squared: 0.813
Method: Least Squares F-statistic: 1804.
Date: Sat, 20 Jun 2020 Prob (F-statistic): 5.51e-153
Time: 13:27:46 Log-Likelihood: -1038.8
No. Observations: 416 AIC: 2082.
Df Residuals: 414 BIC: 2090.
Df Model: 1
Covariance Type: nonrobust
==============================================================================
coef std err t P>|t| [0.025 0.975]
------------------------------------------------------------------------------
Intercept 220.3600 3.090 71.322 0.000 214.287 226.433
PRICE -8.6586 0.204 -42.474 0.000 -9.059 -8.258
==============================================================================
Omnibus: 281.738 Durbin-Watson: 1.989
Prob(Omnibus): 0.000 Jarque-Bera (JB): 25.687
Skew: 0.012 Prob(JB): 2.64e-06
Kurtosis: 1.783 Cond. No. 326.
==============================================================================
Warnings:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
<Figure size 864x576 with 0 Axes>
fig = plt.figure(figsize=(12,8))
fig = sm.graphics.plot_regress_exog(burger_model, "PRICE", fig=fig)
burger_2051 = combined_data[(combined_data['ITEM_NAME'] == 'BURGER') & (combined_data['SELL_ID'] == 2051)]
burger_2051.head()
burger_2051.describe()
sns.scatterplot(data = burger_2051, x = burger_2051.PRICE, y = burger_2051.QUANTITY, alpha = 0.1)
| SELL_ID | SELL_CATEGORY | ITEM_NAME | CALENDAR_DATE | PRICE | QUANTITY | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2051 | 2 | BURGER | 1/13/12 | 12.73 | 40 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 9 | 2051 | 2 | BURGER | 1/13/13 | 13.13 | 26 | 2013 | No Holiday | 1 | 0 | 30.2 | 0 |
| 17 | 2051 | 2 | BURGER | 1/13/14 | 13.27 | 38 | 2014 | No Holiday | 0 | 0 | 28.4 | 0 |
| 25 | 2051 | 2 | BURGER | 1/13/15 | 11.53 | 38 | 2015 | No Holiday | 0 | 0 | 28.4 | 0 |
| 33 | 2051 | 2 | BURGER | 1/14/12 | 12.73 | 24 | 2012 | No Holiday | 1 | 0 | 23.0 | 0 |
| SELL_ID | SELL_CATEGORY | PRICE | QUANTITY | YEAR | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|
| count | 837.0 | 837.0 | 837.000000 | 837.000000 | 837.000000 | 837.000000 | 837.000000 | 837.000000 | 837.000000 |
| mean | 2051.0 | 2.0 | 12.368017 | 29.498208 | 2013.351254 | 0.284349 | 0.200717 | 56.255914 | 0.878136 |
| std | 0.0 | 0.0 | 0.726329 | 5.782878 | 1.063043 | 0.451373 | 0.400776 | 20.005316 | 0.327324 |
| min | 2051.0 | 2.0 | 10.970000 | 12.000000 | 2012.000000 | 0.000000 | 0.000000 | 14.000000 | 0.000000 |
| 25% | 2051.0 | 2.0 | 11.530000 | 26.000000 | 2012.000000 | 0.000000 | 0.000000 | 35.600000 | 1.000000 |
| 50% | 2051.0 | 2.0 | 12.660000 | 30.000000 | 2013.000000 | 0.000000 | 0.000000 | 59.000000 | 1.000000 |
| 75% | 2051.0 | 2.0 | 13.080000 | 34.000000 | 2014.000000 | 1.000000 | 0.000000 | 75.200000 | 1.000000 |
| max | 2051.0 | 2.0 | 13.270000 | 46.000000 | 2015.000000 | 1.000000 | 1.000000 | 87.800000 | 1.000000 |
<matplotlib.axes._subplots.AxesSubplot at 0x7fa2791140d0>
burger_model = ols("QUANTITY ~ PRICE", data=burger_2051).fit()
print(burger_model.summary())
fig = plt.figure(figsize=(12,8))
fig = sm.graphics.plot_partregress_grid(burger_model, fig=fig)
OLS Regression Results
==============================================================================
Dep. Variable: QUANTITY R-squared: 0.130
Model: OLS Adj. R-squared: 0.129
Method: Least Squares F-statistic: 124.7
Date: Sat, 20 Jun 2020 Prob (F-statistic): 4.45e-27
Time: 13:42:44 Log-Likelihood: -2597.8
No. Observations: 837 AIC: 5200.
Df Residuals: 835 BIC: 5209.
Df Model: 1
Covariance Type: nonrobust
==============================================================================
coef std err t P>|t| [0.025 0.975]
------------------------------------------------------------------------------
Intercept 64.9906 3.184 20.411 0.000 58.741 71.240
PRICE -2.8697 0.257 -11.166 0.000 -3.374 -2.365
==============================================================================
Omnibus: 24.502 Durbin-Watson: 1.779
Prob(Omnibus): 0.000 Jarque-Bera (JB): 22.439
Skew: -0.347 Prob(JB): 1.34e-05
Kurtosis: 2.599 Cond. No. 213.
==============================================================================
Warnings:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
coke = combined_data[combined_data['ITEM_NAME'] == 'COKE']
coke.head()
coke.shape
coke.describe()
sns.scatterplot(x = coke.PRICE, y = coke.QUANTITY , alpha = 0.1)
| SELL_ID | SELL_CATEGORY | ITEM_NAME | CALENDAR_DATE | PRICE | QUANTITY | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | 2051 | 2 | COKE | 1/13/12 | 12.73 | 40 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 7 | 2053 | 2 | COKE | 1/13/12 | 12.60 | 58 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 10 | 2051 | 2 | COKE | 1/13/13 | 13.13 | 26 | 2013 | No Holiday | 1 | 0 | 30.2 | 0 |
| 15 | 2053 | 2 | COKE | 1/13/13 | 13.41 | 32 | 2013 | No Holiday | 1 | 0 | 30.2 | 0 |
| 18 | 2051 | 2 | COKE | 1/13/14 | 13.27 | 38 | 2014 | No Holiday | 0 | 0 | 28.4 | 0 |
(1674, 12)
| SELL_ID | SELL_CATEGORY | PRICE | QUANTITY | YEAR | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|
| count | 1674.000000 | 1674.0 | 1674.000000 | 1674.000000 | 1674.000000 | 1674.000000 | 1674.000000 | 1674.000000 | 1674.000000 |
| mean | 2052.000000 | 2.0 | 12.151326 | 38.150538 | 2013.351254 | 0.284349 | 0.200717 | 56.255914 | 0.878136 |
| std | 1.000299 | 0.0 | 0.871405 | 11.861375 | 1.062726 | 0.451239 | 0.400656 | 19.999336 | 0.327226 |
| min | 2051.000000 | 2.0 | 10.450000 | 12.000000 | 2012.000000 | 0.000000 | 0.000000 | 14.000000 | 0.000000 |
| 25% | 2051.000000 | 2.0 | 11.490000 | 30.000000 | 2012.000000 | 0.000000 | 0.000000 | 35.600000 | 1.000000 |
| 50% | 2052.000000 | 2.0 | 12.370000 | 36.000000 | 2013.000000 | 0.000000 | 0.000000 | 59.000000 | 1.000000 |
| 75% | 2053.000000 | 2.0 | 12.770000 | 48.000000 | 2014.000000 | 1.000000 | 0.000000 | 75.200000 | 1.000000 |
| max | 2053.000000 | 2.0 | 13.410000 | 74.000000 | 2015.000000 | 1.000000 | 1.000000 | 87.800000 | 1.000000 |
<matplotlib.axes._subplots.AxesSubplot at 0x7fa2a0061d90>
coke_model = ols("QUANTITY ~ PRICE", data=coke).fit()
print(coke_model.summary())
fig = plt.figure(figsize=(12,8))
fig = sm.graphics.plot_partregress_grid(coke_model, fig=fig)
fig = plt.figure(figsize=(12,8))
fig = sm.graphics.plot_regress_exog(coke_model, 'PRICE', fig=fig)
OLS Regression Results
==============================================================================
Dep. Variable: QUANTITY R-squared: 0.246
Model: OLS Adj. R-squared: 0.245
Method: Least Squares F-statistic: 544.2
Date: Sat, 20 Jun 2020 Prob (F-statistic): 1.94e-104
Time: 13:43:53 Log-Likelihood: -6279.2
No. Observations: 1674 AIC: 1.256e+04
Df Residuals: 1672 BIC: 1.257e+04
Df Model: 1
Covariance Type: nonrobust
==============================================================================
coef std err t P>|t| [0.025 0.975]
------------------------------------------------------------------------------
Intercept 120.1140 3.522 34.100 0.000 113.205 127.023
PRICE -6.7452 0.289 -23.329 0.000 -7.312 -6.178
==============================================================================
Omnibus: 122.436 Durbin-Watson: 2.565
Prob(Omnibus): 0.000 Jarque-Bera (JB): 47.133
Skew: 0.154 Prob(JB): 5.82e-11
Kurtosis: 2.238 Cond. No. 172.
==============================================================================
Warnings:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
df = combined_data[combined_data['ITEM_NAME'] == 'COFFEE']
df.head()
df.shape
df.describe()
sns.scatterplot(x = df.PRICE, y = df.QUANTITY , alpha = 0.1)
| SELL_ID | SELL_CATEGORY | ITEM_NAME | CALENDAR_DATE | PRICE | QUANTITY | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6 | 2053 | 2 | COFFEE | 1/13/12 | 12.60 | 58 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 14 | 2053 | 2 | COFFEE | 1/13/13 | 13.41 | 32 | 2013 | No Holiday | 1 | 0 | 30.2 | 0 |
| 22 | 2053 | 2 | COFFEE | 1/13/14 | 12.37 | 60 | 2014 | No Holiday | 0 | 0 | 28.4 | 0 |
| 30 | 2053 | 2 | COFFEE | 1/13/15 | 10.81 | 66 | 2015 | No Holiday | 0 | 0 | 28.4 | 0 |
| 38 | 2053 | 2 | COFFEE | 1/14/12 | 12.60 | 42 | 2012 | No Holiday | 1 | 0 | 23.0 | 0 |
(837, 12)
| SELL_ID | SELL_CATEGORY | PRICE | QUANTITY | YEAR | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|
| count | 837.0 | 837.0 | 837.000000 | 837.000000 | 837.000000 | 837.000000 | 837.000000 | 837.000000 | 837.000000 |
| mean | 2053.0 | 2.0 | 11.934636 | 46.802867 | 2013.351254 | 0.284349 | 0.200717 | 56.255914 | 0.878136 |
| std | 0.0 | 0.0 | 0.947643 | 9.909910 | 1.063043 | 0.451373 | 0.400776 | 20.005316 | 0.327324 |
| min | 2053.0 | 2.0 | 10.450000 | 20.000000 | 2012.000000 | 0.000000 | 0.000000 | 14.000000 | 0.000000 |
| 25% | 2053.0 | 2.0 | 10.810000 | 40.000000 | 2012.000000 | 0.000000 | 0.000000 | 35.600000 | 1.000000 |
| 50% | 2053.0 | 2.0 | 12.370000 | 48.000000 | 2013.000000 | 0.000000 | 0.000000 | 59.000000 | 1.000000 |
| 75% | 2053.0 | 2.0 | 12.600000 | 54.000000 | 2014.000000 | 1.000000 | 0.000000 | 75.200000 | 1.000000 |
| max | 2053.0 | 2.0 | 13.410000 | 74.000000 | 2015.000000 | 1.000000 | 1.000000 | 87.800000 | 1.000000 |
<matplotlib.axes._subplots.AxesSubplot at 0x7fa278feb790>
model = ols("QUANTITY ~ PRICE", data=df).fit()
print(model.summary())
fig = plt.figure(figsize=(12,8))
fig = sm.graphics.plot_partregress_grid(model, fig=fig)
fig = plt.figure(figsize=(12,8))
fig = sm.graphics.plot_regress_exog(model, 'PRICE', fig=fig)
OLS Regression Results
==============================================================================
Dep. Variable: QUANTITY R-squared: 0.281
Model: OLS Adj. R-squared: 0.281
Method: Least Squares F-statistic: 327.0
Date: Sat, 20 Jun 2020 Prob (F-statistic): 6.20e-62
Time: 13:44:39 Log-Likelihood: -2968.5
No. Observations: 837 AIC: 5941.
Df Residuals: 835 BIC: 5951.
Df Model: 1
Covariance Type: nonrobust
==============================================================================
coef std err t P>|t| [0.025 0.975]
------------------------------------------------------------------------------
Intercept 113.0116 3.673 30.770 0.000 105.803 120.220
PRICE -5.5476 0.307 -18.084 0.000 -6.150 -4.945
==============================================================================
Omnibus: 42.439 Durbin-Watson: 1.699
Prob(Omnibus): 0.000 Jarque-Bera (JB): 38.502
Skew: -0.463 Prob(JB): 4.36e-09
Kurtosis: 2.505 Cond. No. 152.
==============================================================================
Warnings:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
df = combined_data[combined_data['ITEM_NAME'] == 'LEMONADE']
df.head()
df.shape
df.describe()
sns.scatterplot(x = df.PRICE, y = df.QUANTITY , alpha = 0.1)
| SELL_ID | SELL_CATEGORY | ITEM_NAME | CALENDAR_DATE | PRICE | QUANTITY | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4 | 2052 | 2 | LEMONADE | 1/13/12 | 12.75 | 26 | 2012 | No Holiday | 0 | 0 | 26.6 | 0 |
| 12 | 2052 | 2 | LEMONADE | 1/13/13 | 12.64 | 18 | 2013 | No Holiday | 1 | 0 | 30.2 | 0 |
| 20 | 2052 | 2 | LEMONADE | 1/13/14 | 11.96 | 24 | 2014 | No Holiday | 0 | 0 | 28.4 | 0 |
| 28 | 2052 | 2 | LEMONADE | 1/13/15 | 11.45 | 28 | 2015 | No Holiday | 0 | 0 | 28.4 | 0 |
| 36 | 2052 | 2 | LEMONADE | 1/14/12 | 12.75 | 20 | 2012 | No Holiday | 1 | 0 | 23.0 | 0 |
(837, 12)
| SELL_ID | SELL_CATEGORY | PRICE | QUANTITY | YEAR | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR | |
|---|---|---|---|---|---|---|---|---|---|
| count | 837.0 | 837.0 | 837.000000 | 837.000000 | 837.000000 | 837.000000 | 837.000000 | 837.000000 | 837.000000 |
| mean | 2052.0 | 2.0 | 11.976918 | 20.910394 | 2013.351254 | 0.284349 | 0.200717 | 56.255914 | 0.878136 |
| std | 0.0 | 0.0 | 0.820698 | 4.514501 | 1.063043 | 0.451373 | 0.400776 | 20.005316 | 0.327324 |
| min | 2052.0 | 2.0 | 10.120000 | 8.000000 | 2012.000000 | 0.000000 | 0.000000 | 14.000000 | 0.000000 |
| 25% | 2052.0 | 2.0 | 11.360000 | 18.000000 | 2012.000000 | 0.000000 | 0.000000 | 35.600000 | 1.000000 |
| 50% | 2052.0 | 2.0 | 12.260000 | 20.000000 | 2013.000000 | 0.000000 | 0.000000 | 59.000000 | 1.000000 |
| 75% | 2052.0 | 2.0 | 12.720000 | 24.000000 | 2014.000000 | 1.000000 | 0.000000 | 75.200000 | 1.000000 |
| max | 2052.0 | 2.0 | 12.850000 | 34.000000 | 2015.000000 | 1.000000 | 1.000000 | 87.800000 | 1.000000 |
<matplotlib.axes._subplots.AxesSubplot at 0x7fa2b169be90>
model = ols("QUANTITY ~ PRICE", data=df).fit()
print(model.summary())
fig = plt.figure(figsize=(12,8))
fig = sm.graphics.plot_partregress_grid(model, fig=fig)
fig = plt.figure(figsize=(12,8))
fig = sm.graphics.plot_regress_exog(model, 'PRICE', fig=fig)
OLS Regression Results
==============================================================================
Dep. Variable: QUANTITY R-squared: 0.215
Model: OLS Adj. R-squared: 0.214
Method: Least Squares F-statistic: 228.7
Date: Sat, 20 Jun 2020 Prob (F-statistic): 7.46e-46
Time: 13:45:48 Log-Likelihood: -2347.4
No. Observations: 837 AIC: 4699.
Df Residuals: 835 BIC: 4708.
Df Model: 1
Covariance Type: nonrobust
==============================================================================
coef std err t P>|t| [0.025 0.975]
------------------------------------------------------------------------------
Intercept 51.4615 2.025 25.416 0.000 47.487 55.436
PRICE -2.5508 0.169 -15.124 0.000 -2.882 -2.220
==============================================================================
Omnibus: 11.783 Durbin-Watson: 1.702
Prob(Omnibus): 0.003 Jarque-Bera (JB): 10.425
Skew: -0.214 Prob(JB): 0.00545
Kurtosis: 2.659 Cond. No. 177.
==============================================================================
Warnings:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
elasticities = {}
def create_model_and_find_elasticity(data):
model = ols("QUANTITY ~ PRICE", data).fit()
price_elasticity = model.params[1]
print("Price elasticity of the product: " + str(price_elasticity))
print(model.summary())
fig = plt.figure(figsize=(12,8))
fig = sm.graphics.plot_partregress_grid(model, fig=fig)
return price_elasticity, model
price_elasticity, model_burger_1070 = create_model_and_find_elasticity(burger_1070)
elasticities['burger_1070'] = price_elasticity
Price elasticity of the product: -8.658581488470569
OLS Regression Results
==============================================================================
Dep. Variable: QUANTITY R-squared: 0.813
Model: OLS Adj. R-squared: 0.813
Method: Least Squares F-statistic: 1804.
Date: Sat, 20 Jun 2020 Prob (F-statistic): 5.51e-153
Time: 15:02:56 Log-Likelihood: -1038.8
No. Observations: 416 AIC: 2082.
Df Residuals: 414 BIC: 2090.
Df Model: 1
Covariance Type: nonrobust
==============================================================================
coef std err t P>|t| [0.025 0.975]
------------------------------------------------------------------------------
Intercept 220.3600 3.090 71.322 0.000 214.287 226.433
PRICE -8.6586 0.204 -42.474 0.000 -9.059 -8.258
==============================================================================
Omnibus: 281.738 Durbin-Watson: 1.989
Prob(Omnibus): 0.000 Jarque-Bera (JB): 25.687
Skew: 0.012 Prob(JB): 2.64e-06
Kurtosis: 1.783 Cond. No. 326.
==============================================================================
Warnings:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
burger2051_data = bau2_data[(bau2_data['ITEM_NAME'] == "BURGER") & (bau2_data['SELL_ID'] == 2051)]
elasticities['burger_2051'], model_burger_2051 = create_model_and_find_elasticity(burger2051_data)
Price elasticity of the product: -3.618990615456312
OLS Regression Results
==============================================================================
Dep. Variable: QUANTITY R-squared: 0.467
Model: OLS Adj. R-squared: 0.466
Method: Least Squares F-statistic: 363.3
Date: Sat, 20 Jun 2020 Prob (F-statistic): 1.34e-58
Time: 15:03:01 Log-Likelihood: -1021.5
No. Observations: 416 AIC: 2047.
Df Residuals: 414 BIC: 2055.
Df Model: 1
Covariance Type: nonrobust
==============================================================================
coef std err t P>|t| [0.025 0.975]
------------------------------------------------------------------------------
Intercept 76.1394 2.340 32.540 0.000 71.540 80.739
PRICE -3.6190 0.190 -19.060 0.000 -3.992 -3.246
==============================================================================
Omnibus: 248.712 Durbin-Watson: 2.050
Prob(Omnibus): 0.000 Jarque-Bera (JB): 25.007
Skew: 0.033 Prob(JB): 3.71e-06
Kurtosis: 1.801 Cond. No. 209.
==============================================================================
Warnings:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
burger2052_data = bau2_data[(bau2_data['ITEM_NAME'] == "BURGER") & (bau2_data['SELL_ID'] == 2052)]
elasticities['burger_2052'], model_burger_2052 = create_model_and_find_elasticity(burger2052_data)
Price elasticity of the product: -2.856702984559962
OLS Regression Results
==============================================================================
Dep. Variable: QUANTITY R-squared: 0.433
Model: OLS Adj. R-squared: 0.432
Method: Least Squares F-statistic: 316.5
Date: Sat, 20 Jun 2020 Prob (F-statistic): 5.32e-53
Time: 15:03:02 Log-Likelihood: -1014.7
No. Observations: 416 AIC: 2033.
Df Residuals: 414 BIC: 2041.
Df Model: 1
Covariance Type: nonrobust
==============================================================================
coef std err t P>|t| [0.025 0.975]
------------------------------------------------------------------------------
Intercept 56.2243 1.927 29.177 0.000 52.436 60.012
PRICE -2.8567 0.161 -17.790 0.000 -3.172 -2.541
==============================================================================
Omnibus: 139.808 Durbin-Watson: 1.864
Prob(Omnibus): 0.000 Jarque-Bera (JB): 21.201
Skew: 0.025 Prob(JB): 2.49e-05
Kurtosis: 1.895 Cond. No. 171.
==============================================================================
Warnings:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
burger2053_data = bau2_data[(bau2_data['ITEM_NAME'] == "BURGER") & (bau2_data['SELL_ID'] == 2053)]
elasticities['burger_2053'], model_burger_2053 = create_model_and_find_elasticity(burger2053_data)
Price elasticity of the product: -6.164156666230159
OLS Regression Results
==============================================================================
Dep. Variable: QUANTITY R-squared: 0.812
Model: OLS Adj. R-squared: 0.811
Method: Least Squares F-statistic: 1784.
Date: Sat, 20 Jun 2020 Prob (F-statistic): 3.72e-152
Time: 15:03:03 Log-Likelihood: -1035.7
No. Observations: 416 AIC: 2075.
Df Residuals: 414 BIC: 2083.
Df Model: 1
Covariance Type: nonrobust
==============================================================================
coef std err t P>|t| [0.025 0.975]
------------------------------------------------------------------------------
Intercept 124.1417 1.742 71.270 0.000 120.718 127.566
PRICE -6.1642 0.146 -42.234 0.000 -6.451 -5.877
==============================================================================
Omnibus: 147.014 Durbin-Watson: 2.072
Prob(Omnibus): 0.000 Jarque-Bera (JB): 22.306
Skew: -0.110 Prob(JB): 1.43e-05
Kurtosis: 1.887 Cond. No. 146.
==============================================================================
Warnings:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
coke_data = bau2_data[bau2_data['ITEM_NAME'] == "COKE"]
create_model_and_find_elasticity(coke_data)
Price elasticity of the product: -7.4601034850849945
OLS Regression Results
==============================================================================
Dep. Variable: QUANTITY R-squared: 0.360
Model: OLS Adj. R-squared: 0.359
Method: Least Squares F-statistic: 466.3
Date: Sat, 20 Jun 2020 Prob (F-statistic): 2.00e-82
Time: 15:03:03 Log-Likelihood: -2994.5
No. Observations: 832 AIC: 5993.
Df Residuals: 830 BIC: 6002.
Df Model: 1
Covariance Type: nonrobust
==============================================================================
coef std err t P>|t| [0.025 0.975]
------------------------------------------------------------------------------
Intercept 131.4732 4.190 31.374 0.000 123.248 139.698
PRICE -7.4601 0.345 -21.595 0.000 -8.138 -6.782
==============================================================================
Omnibus: 24451.659 Durbin-Watson: 3.618
Prob(Omnibus): 0.000 Jarque-Bera (JB): 67.918
Skew: -0.113 Prob(JB): 1.79e-15
Kurtosis: 1.619 Cond. No. 167.
==============================================================================
Warnings:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
(-7.4601034850849945, <statsmodels.regression.linear_model.RegressionResultsWrapper at 0x7fa2d2b62cd0>)
2 coke are available in combo, while 1 is available as single.. So it is likely that the bottom distribution belongs to single purchases of coke. Let's verfy this
coke_data = bau2_data[(bau2_data['ITEM_NAME'] == "COKE") & (bau2_data['SELL_ID'] == 3067)]
elasticities['coke_3067'], model_coke_3067 = create_model_and_find_elasticity(coke_data)
--------------------------------------------------------------------------- ValueError Traceback (most recent call last) <ipython-input-124-e663ec0eb9c4> in <module> 1 coke_data = bau2_data[(bau2_data['ITEM_NAME'] == "COKE") & (bau2_data['SELL_ID'] == 3067)] ----> 2 elasticities['coke_3067'], model_coke_3067 = create_model_and_find_elasticity(coke_data) <ipython-input-118-b7d99d2a619e> in create_model_and_find_elasticity(data) 1 def create_model_and_find_elasticity(data): ----> 2 model = ols("QUANTITY ~ PRICE", data).fit() 3 price_elasticity = model.params[1] 4 print("Price elasticity of the product: " + str(price_elasticity)) 5 print(model.summary()) ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py in from_formula(cls, formula, data, subset, drop_cols, *args, **kwargs) 192 'formula': formula, # attach formula for unpckling 193 'design_info': design_info}) --> 194 mod = cls(endog, exog, *args, **kwargs) 195 mod.formula = formula 196 ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/regression/linear_model.py in __init__(self, endog, exog, missing, hasconst, **kwargs) 857 **kwargs): 858 super(OLS, self).__init__(endog, exog, missing=missing, --> 859 hasconst=hasconst, **kwargs) 860 if "weights" in self._init_keys: 861 self._init_keys.remove("weights") ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/regression/linear_model.py in __init__(self, endog, exog, weights, missing, hasconst, **kwargs) 700 weights = weights.squeeze() 701 super(WLS, self).__init__(endog, exog, missing=missing, --> 702 weights=weights, hasconst=hasconst, **kwargs) 703 nobs = self.exog.shape[0] 704 weights = self.weights ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/regression/linear_model.py in __init__(self, endog, exog, **kwargs) 188 """ 189 def __init__(self, endog, exog, **kwargs): --> 190 super(RegressionModel, self).__init__(endog, exog, **kwargs) 191 self._data_attr.extend(['pinv_wexog', 'wendog', 'wexog', 'weights']) 192 ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py in __init__(self, endog, exog, **kwargs) 234 235 def __init__(self, endog, exog=None, **kwargs): --> 236 super(LikelihoodModel, self).__init__(endog, exog, **kwargs) 237 self.initialize() 238 ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py in __init__(self, endog, exog, **kwargs) 75 hasconst = kwargs.pop('hasconst', None) 76 self.data = self._handle_data(endog, exog, missing, hasconst, ---> 77 **kwargs) 78 self.k_constant = self.data.k_constant 79 self.exog = self.data.exog ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py in _handle_data(self, endog, exog, missing, hasconst, **kwargs) 98 99 def _handle_data(self, endog, exog, missing, hasconst, **kwargs): --> 100 data = handle_data(endog, exog, missing, hasconst, **kwargs) 101 # kwargs arrays could have changed, easier to just attach here 102 for key in kwargs: ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/data.py in handle_data(endog, exog, missing, hasconst, **kwargs) 670 klass = handle_data_class_factory(endog, exog) 671 return klass(endog, exog=exog, missing=missing, hasconst=hasconst, --> 672 **kwargs) ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/data.py in __init__(self, endog, exog, missing, hasconst, **kwargs) 85 self.const_idx = None 86 self.k_constant = 0 ---> 87 self._handle_constant(hasconst) 88 self._check_integrity() 89 self._cache = {} ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/data.py in _handle_constant(self, hasconst) 129 # detect where the constant is 130 check_implicit = False --> 131 exog_max = np.max(self.exog, axis=0) 132 if not np.isfinite(exog_max).all(): 133 raise MissingDataError('exog contains inf or nans') <__array_function__ internals> in amax(*args, **kwargs) ~/opt/anaconda3/lib/python3.7/site-packages/numpy/core/fromnumeric.py in amax(a, axis, out, keepdims, initial, where) 2666 """ 2667 return _wrapreduction(a, np.maximum, 'max', axis, None, out, -> 2668 keepdims=keepdims, initial=initial, where=where) 2669 2670 ~/opt/anaconda3/lib/python3.7/site-packages/numpy/core/fromnumeric.py in _wrapreduction(obj, ufunc, method, axis, dtype, out, **kwargs) 88 return reduction(axis=axis, out=out, **passkwargs) 89 ---> 90 return ufunc.reduce(obj, axis, dtype, out, **passkwargs) 91 92 ValueError: zero-size array to reduction operation maximum which has no identity
coke_data
| SELL_ID | SELL_CATEGORY | ITEM_NAME | CALENDAR_DATE | PRICE | QUANTITY | YEAR | HOLIDAY | IS_WEEKEND | IS_SCHOOLBREAK | AVERAGE_TEMPERATURE | IS_OUTDOOR |
|---|
coke_data_2053 = bau2_data[(bau2_data['ITEM_NAME'] == "COKE") & (bau2_data['SELL_ID'] == 2053)]
elasticities['coke_2053'], model_coke_2053 = create_model_and_find_elasticity(coke_data_2053)
Price elasticity of the product: -6.164156666230159
OLS Regression Results
==============================================================================
Dep. Variable: QUANTITY R-squared: 0.812
Model: OLS Adj. R-squared: 0.811
Method: Least Squares F-statistic: 1784.
Date: Sat, 20 Jun 2020 Prob (F-statistic): 3.72e-152
Time: 16:18:44 Log-Likelihood: -1035.7
No. Observations: 416 AIC: 2075.
Df Residuals: 414 BIC: 2083.
Df Model: 1
Covariance Type: nonrobust
==============================================================================
coef std err t P>|t| [0.025 0.975]
------------------------------------------------------------------------------
Intercept 124.1417 1.742 71.270 0.000 120.718 127.566
PRICE -6.1642 0.146 -42.234 0.000 -6.451 -5.877
==============================================================================
Omnibus: 147.014 Durbin-Watson: 2.072
Prob(Omnibus): 0.000 Jarque-Bera (JB): 22.306
Skew: -0.110 Prob(JB): 1.43e-05
Kurtosis: 1.887 Cond. No. 146.
==============================================================================
Warnings:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
coke_data_2051 = bau2_data[(bau2_data['ITEM_NAME'] == "COKE") & (bau2_data['SELL_ID'] == 2051)]
elasticities['coke_2051'], model_coke_2051 = create_model_and_find_elasticity(coke_data_2051)
Price elasticity of the product: -3.618990615456312
OLS Regression Results
==============================================================================
Dep. Variable: QUANTITY R-squared: 0.467
Model: OLS Adj. R-squared: 0.466
Method: Least Squares F-statistic: 363.3
Date: Sat, 20 Jun 2020 Prob (F-statistic): 1.34e-58
Time: 16:18:59 Log-Likelihood: -1021.5
No. Observations: 416 AIC: 2047.
Df Residuals: 414 BIC: 2055.
Df Model: 1
Covariance Type: nonrobust
==============================================================================
coef std err t P>|t| [0.025 0.975]
------------------------------------------------------------------------------
Intercept 76.1394 2.340 32.540 0.000 71.540 80.739
PRICE -3.6190 0.190 -19.060 0.000 -3.992 -3.246
==============================================================================
Omnibus: 248.712 Durbin-Watson: 2.050
Prob(Omnibus): 0.000 Jarque-Bera (JB): 25.007
Skew: 0.033 Prob(JB): 3.71e-06
Kurtosis: 1.801 Cond. No. 209.
==============================================================================
Warnings:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
lemonade_data_2052 = bau2_data[(bau2_data['ITEM_NAME'] == "LEMONADE") & (bau2_data['SELL_ID'] == 2052)]
elasticities['lemonade_2052'], model_lemonade_2052 = create_model_and_find_elasticity(lemonade_data_2052)
Price elasticity of the product: -2.856702984559962
OLS Regression Results
==============================================================================
Dep. Variable: QUANTITY R-squared: 0.433
Model: OLS Adj. R-squared: 0.432
Method: Least Squares F-statistic: 316.5
Date: Sat, 20 Jun 2020 Prob (F-statistic): 5.32e-53
Time: 16:19:18 Log-Likelihood: -1014.7
No. Observations: 416 AIC: 2033.
Df Residuals: 414 BIC: 2041.
Df Model: 1
Covariance Type: nonrobust
==============================================================================
coef std err t P>|t| [0.025 0.975]
------------------------------------------------------------------------------
Intercept 56.2243 1.927 29.177 0.000 52.436 60.012
PRICE -2.8567 0.161 -17.790 0.000 -3.172 -2.541
==============================================================================
Omnibus: 139.808 Durbin-Watson: 1.864
Prob(Omnibus): 0.000 Jarque-Bera (JB): 21.201
Skew: 0.025 Prob(JB): 2.49e-05
Kurtosis: 1.895 Cond. No. 171.
==============================================================================
Warnings:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
lemonade_data_3028 = bau2_data[(bau2_data['ITEM_NAME'] == "LEMONADE") & (bau2_data['SELL_ID'] == 3028)]
elasticities['lemonade_3028'], model_lemonade_3028 = create_model_and_find_elasticity(lemonade_data_3028)
--------------------------------------------------------------------------- ValueError Traceback (most recent call last) <ipython-input-224-b17c4ac2350e> in <module> 1 lemonade_data_3028 = bau2_data[(bau2_data['ITEM_NAME'] == "LEMONADE") & (bau2_data['SELL_ID'] == 3028)] ----> 2 elasticities['lemonade_3028'], model_lemonade_3028 = create_model_and_find_elasticity(lemonade_data_3028) <ipython-input-118-b7d99d2a619e> in create_model_and_find_elasticity(data) 1 def create_model_and_find_elasticity(data): ----> 2 model = ols("QUANTITY ~ PRICE", data).fit() 3 price_elasticity = model.params[1] 4 print("Price elasticity of the product: " + str(price_elasticity)) 5 print(model.summary()) ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py in from_formula(cls, formula, data, subset, drop_cols, *args, **kwargs) 192 'formula': formula, # attach formula for unpckling 193 'design_info': design_info}) --> 194 mod = cls(endog, exog, *args, **kwargs) 195 mod.formula = formula 196 ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/regression/linear_model.py in __init__(self, endog, exog, missing, hasconst, **kwargs) 857 **kwargs): 858 super(OLS, self).__init__(endog, exog, missing=missing, --> 859 hasconst=hasconst, **kwargs) 860 if "weights" in self._init_keys: 861 self._init_keys.remove("weights") ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/regression/linear_model.py in __init__(self, endog, exog, weights, missing, hasconst, **kwargs) 700 weights = weights.squeeze() 701 super(WLS, self).__init__(endog, exog, missing=missing, --> 702 weights=weights, hasconst=hasconst, **kwargs) 703 nobs = self.exog.shape[0] 704 weights = self.weights ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/regression/linear_model.py in __init__(self, endog, exog, **kwargs) 188 """ 189 def __init__(self, endog, exog, **kwargs): --> 190 super(RegressionModel, self).__init__(endog, exog, **kwargs) 191 self._data_attr.extend(['pinv_wexog', 'wendog', 'wexog', 'weights']) 192 ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py in __init__(self, endog, exog, **kwargs) 234 235 def __init__(self, endog, exog=None, **kwargs): --> 236 super(LikelihoodModel, self).__init__(endog, exog, **kwargs) 237 self.initialize() 238 ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py in __init__(self, endog, exog, **kwargs) 75 hasconst = kwargs.pop('hasconst', None) 76 self.data = self._handle_data(endog, exog, missing, hasconst, ---> 77 **kwargs) 78 self.k_constant = self.data.k_constant 79 self.exog = self.data.exog ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py in _handle_data(self, endog, exog, missing, hasconst, **kwargs) 98 99 def _handle_data(self, endog, exog, missing, hasconst, **kwargs): --> 100 data = handle_data(endog, exog, missing, hasconst, **kwargs) 101 # kwargs arrays could have changed, easier to just attach here 102 for key in kwargs: ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/data.py in handle_data(endog, exog, missing, hasconst, **kwargs) 670 klass = handle_data_class_factory(endog, exog) 671 return klass(endog, exog=exog, missing=missing, hasconst=hasconst, --> 672 **kwargs) ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/data.py in __init__(self, endog, exog, missing, hasconst, **kwargs) 85 self.const_idx = None 86 self.k_constant = 0 ---> 87 self._handle_constant(hasconst) 88 self._check_integrity() 89 self._cache = {} ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/data.py in _handle_constant(self, hasconst) 129 # detect where the constant is 130 check_implicit = False --> 131 exog_max = np.max(self.exog, axis=0) 132 if not np.isfinite(exog_max).all(): 133 raise MissingDataError('exog contains inf or nans') <__array_function__ internals> in amax(*args, **kwargs) ~/opt/anaconda3/lib/python3.7/site-packages/numpy/core/fromnumeric.py in amax(a, axis, out, keepdims, initial, where) 2666 """ 2667 return _wrapreduction(a, np.maximum, 'max', axis, None, out, -> 2668 keepdims=keepdims, initial=initial, where=where) 2669 2670 ~/opt/anaconda3/lib/python3.7/site-packages/numpy/core/fromnumeric.py in _wrapreduction(obj, ufunc, method, axis, dtype, out, **kwargs) 88 return reduction(axis=axis, out=out, **passkwargs) 89 ---> 90 return ufunc.reduce(obj, axis, dtype, out, **passkwargs) 91 92 ValueError: zero-size array to reduction operation maximum which has no identity
coffee_data_2053 = bau2_data[(bau2_data['ITEM_NAME'] == "COFFEE") & (bau2_data['SELL_ID'] == 2053)]
elasticities['coffee_2053'], model_coffee_2053 = create_model_and_find_elasticity(coffee_data_2053)
Price elasticity of the product: -6.164156666230159
OLS Regression Results
==============================================================================
Dep. Variable: QUANTITY R-squared: 0.812
Model: OLS Adj. R-squared: 0.811
Method: Least Squares F-statistic: 1784.
Date: Sat, 20 Jun 2020 Prob (F-statistic): 3.72e-152
Time: 16:19:52 Log-Likelihood: -1035.7
No. Observations: 416 AIC: 2075.
Df Residuals: 414 BIC: 2083.
Df Model: 1
Covariance Type: nonrobust
==============================================================================
coef std err t P>|t| [0.025 0.975]
------------------------------------------------------------------------------
Intercept 124.1417 1.742 71.270 0.000 120.718 127.566
PRICE -6.1642 0.146 -42.234 0.000 -6.451 -5.877
==============================================================================
Omnibus: 147.014 Durbin-Watson: 2.072
Prob(Omnibus): 0.000 Jarque-Bera (JB): 22.306
Skew: -0.110 Prob(JB): 1.43e-05
Kurtosis: 1.887 Cond. No. 146.
==============================================================================
Warnings:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
coffee_data_3055 = bau2_data[(bau2_data['ITEM_NAME'] == "COFFEE") & (bau2_data['SELL_ID'] == 3055)]
elasticities['coffee_3055'], model_coffee_3055 = create_model_and_find_elasticity(coffee_data_3055)
--------------------------------------------------------------------------- ValueError Traceback (most recent call last) <ipython-input-226-ed92c07dcdf3> in <module> 1 coffee_data_3055 = bau2_data[(bau2_data['ITEM_NAME'] == "COFFEE") & (bau2_data['SELL_ID'] == 3055)] ----> 2 elasticities['coffee_3055'], model_coffee_3055 = create_model_and_find_elasticity(coffee_data_3055) <ipython-input-118-b7d99d2a619e> in create_model_and_find_elasticity(data) 1 def create_model_and_find_elasticity(data): ----> 2 model = ols("QUANTITY ~ PRICE", data).fit() 3 price_elasticity = model.params[1] 4 print("Price elasticity of the product: " + str(price_elasticity)) 5 print(model.summary()) ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py in from_formula(cls, formula, data, subset, drop_cols, *args, **kwargs) 192 'formula': formula, # attach formula for unpckling 193 'design_info': design_info}) --> 194 mod = cls(endog, exog, *args, **kwargs) 195 mod.formula = formula 196 ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/regression/linear_model.py in __init__(self, endog, exog, missing, hasconst, **kwargs) 857 **kwargs): 858 super(OLS, self).__init__(endog, exog, missing=missing, --> 859 hasconst=hasconst, **kwargs) 860 if "weights" in self._init_keys: 861 self._init_keys.remove("weights") ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/regression/linear_model.py in __init__(self, endog, exog, weights, missing, hasconst, **kwargs) 700 weights = weights.squeeze() 701 super(WLS, self).__init__(endog, exog, missing=missing, --> 702 weights=weights, hasconst=hasconst, **kwargs) 703 nobs = self.exog.shape[0] 704 weights = self.weights ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/regression/linear_model.py in __init__(self, endog, exog, **kwargs) 188 """ 189 def __init__(self, endog, exog, **kwargs): --> 190 super(RegressionModel, self).__init__(endog, exog, **kwargs) 191 self._data_attr.extend(['pinv_wexog', 'wendog', 'wexog', 'weights']) 192 ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py in __init__(self, endog, exog, **kwargs) 234 235 def __init__(self, endog, exog=None, **kwargs): --> 236 super(LikelihoodModel, self).__init__(endog, exog, **kwargs) 237 self.initialize() 238 ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py in __init__(self, endog, exog, **kwargs) 75 hasconst = kwargs.pop('hasconst', None) 76 self.data = self._handle_data(endog, exog, missing, hasconst, ---> 77 **kwargs) 78 self.k_constant = self.data.k_constant 79 self.exog = self.data.exog ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py in _handle_data(self, endog, exog, missing, hasconst, **kwargs) 98 99 def _handle_data(self, endog, exog, missing, hasconst, **kwargs): --> 100 data = handle_data(endog, exog, missing, hasconst, **kwargs) 101 # kwargs arrays could have changed, easier to just attach here 102 for key in kwargs: ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/data.py in handle_data(endog, exog, missing, hasconst, **kwargs) 670 klass = handle_data_class_factory(endog, exog) 671 return klass(endog, exog=exog, missing=missing, hasconst=hasconst, --> 672 **kwargs) ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/data.py in __init__(self, endog, exog, missing, hasconst, **kwargs) 85 self.const_idx = None 86 self.k_constant = 0 ---> 87 self._handle_constant(hasconst) 88 self._check_integrity() 89 self._cache = {} ~/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/data.py in _handle_constant(self, hasconst) 129 # detect where the constant is 130 check_implicit = False --> 131 exog_max = np.max(self.exog, axis=0) 132 if not np.isfinite(exog_max).all(): 133 raise MissingDataError('exog contains inf or nans') <__array_function__ internals> in amax(*args, **kwargs) ~/opt/anaconda3/lib/python3.7/site-packages/numpy/core/fromnumeric.py in amax(a, axis, out, keepdims, initial, where) 2666 """ 2667 return _wrapreduction(a, np.maximum, 'max', axis, None, out, -> 2668 keepdims=keepdims, initial=initial, where=where) 2669 2670 ~/opt/anaconda3/lib/python3.7/site-packages/numpy/core/fromnumeric.py in _wrapreduction(obj, ufunc, method, axis, dtype, out, **kwargs) 88 return reduction(axis=axis, out=out, **passkwargs) 89 ---> 90 return ufunc.reduce(obj, axis, dtype, out, **passkwargs) 91 92 ValueError: zero-size array to reduction operation maximum which has no identity
elasticities
{'burger_1070': -8.658581488470569,
'burger_2051': -3.618990615456312,
'burger_2052': -2.856702984559962,
'burger_2053': -6.164156666230159,
'coke_2053': -6.164156666230159,
'coke_2051': -3.618990615456312,
'lemonade_2052': -2.856702984559962,
'coffee_2053': -6.164156666230159}
Now, let's take coke (the sell_id was 2051 for the last coke data) and since we do not the buying price of coke, let''s assume it to be a little less than the minimum coke price in the dataset
coke_data = coke_data_2053
coke_data.PRICE.min()
10.45
coke_data.PRICE.max()
13.41
Let's take 9 as the buying price of coke. We now want to be able to set the price of coke to get the maximum profit. PRICE is the selling price
buying_price_coke = 9
Let's see the profit for various price points:
start_price = 9.5
end_price = 20
test = pd.DataFrame(columns = ["PRICE", "QUANTITY"])
test['PRICE'] = np.arange(start_price, end_price,0.01)
test['QUANTITY'] = model_coke_2051.predict(test['PRICE'])
test
| PRICE | QUANTITY | |
|---|---|---|
| 0 | 9.50 | 41.759021 |
| 1 | 9.51 | 41.722831 |
| 2 | 9.52 | 41.686641 |
| 3 | 9.53 | 41.650451 |
| 4 | 9.54 | 41.614261 |
| 5 | 9.55 | 41.578071 |
| 6 | 9.56 | 41.541881 |
| 7 | 9.57 | 41.505691 |
| 8 | 9.58 | 41.469501 |
| 9 | 9.59 | 41.433312 |
| 10 | 9.60 | 41.397122 |
| 11 | 9.61 | 41.360932 |
| 12 | 9.62 | 41.324742 |
| 13 | 9.63 | 41.288552 |
| 14 | 9.64 | 41.252362 |
| 15 | 9.65 | 41.216172 |
| 16 | 9.66 | 41.179982 |
| 17 | 9.67 | 41.143792 |
| 18 | 9.68 | 41.107602 |
| 19 | 9.69 | 41.071412 |
| 20 | 9.70 | 41.035223 |
| 21 | 9.71 | 40.999033 |
| 22 | 9.72 | 40.962843 |
| 23 | 9.73 | 40.926653 |
| 24 | 9.74 | 40.890463 |
| 25 | 9.75 | 40.854273 |
| 26 | 9.76 | 40.818083 |
| 27 | 9.77 | 40.781893 |
| 28 | 9.78 | 40.745703 |
| 29 | 9.79 | 40.709513 |
| 30 | 9.80 | 40.673324 |
| 31 | 9.81 | 40.637134 |
| 32 | 9.82 | 40.600944 |
| 33 | 9.83 | 40.564754 |
| 34 | 9.84 | 40.528564 |
| 35 | 9.85 | 40.492374 |
| 36 | 9.86 | 40.456184 |
| 37 | 9.87 | 40.419994 |
| 38 | 9.88 | 40.383804 |
| 39 | 9.89 | 40.347614 |
| 40 | 9.90 | 40.311424 |
| 41 | 9.91 | 40.275235 |
| 42 | 9.92 | 40.239045 |
| 43 | 9.93 | 40.202855 |
| 44 | 9.94 | 40.166665 |
| 45 | 9.95 | 40.130475 |
| 46 | 9.96 | 40.094285 |
| 47 | 9.97 | 40.058095 |
| 48 | 9.98 | 40.021905 |
| 49 | 9.99 | 39.985715 |
| 50 | 10.00 | 39.949525 |
| 51 | 10.01 | 39.913335 |
| 52 | 10.02 | 39.877146 |
| 53 | 10.03 | 39.840956 |
| 54 | 10.04 | 39.804766 |
| 55 | 10.05 | 39.768576 |
| 56 | 10.06 | 39.732386 |
| 57 | 10.07 | 39.696196 |
| 58 | 10.08 | 39.660006 |
| 59 | 10.09 | 39.623816 |
| 60 | 10.10 | 39.587626 |
| 61 | 10.11 | 39.551436 |
| 62 | 10.12 | 39.515247 |
| 63 | 10.13 | 39.479057 |
| 64 | 10.14 | 39.442867 |
| 65 | 10.15 | 39.406677 |
| 66 | 10.16 | 39.370487 |
| 67 | 10.17 | 39.334297 |
| 68 | 10.18 | 39.298107 |
| 69 | 10.19 | 39.261917 |
| 70 | 10.20 | 39.225727 |
| 71 | 10.21 | 39.189537 |
| 72 | 10.22 | 39.153347 |
| 73 | 10.23 | 39.117158 |
| 74 | 10.24 | 39.080968 |
| 75 | 10.25 | 39.044778 |
| 76 | 10.26 | 39.008588 |
| 77 | 10.27 | 38.972398 |
| 78 | 10.28 | 38.936208 |
| 79 | 10.29 | 38.900018 |
| 80 | 10.30 | 38.863828 |
| 81 | 10.31 | 38.827638 |
| 82 | 10.32 | 38.791448 |
| 83 | 10.33 | 38.755258 |
| 84 | 10.34 | 38.719069 |
| 85 | 10.35 | 38.682879 |
| 86 | 10.36 | 38.646689 |
| 87 | 10.37 | 38.610499 |
| 88 | 10.38 | 38.574309 |
| 89 | 10.39 | 38.538119 |
| 90 | 10.40 | 38.501929 |
| 91 | 10.41 | 38.465739 |
| 92 | 10.42 | 38.429549 |
| 93 | 10.43 | 38.393359 |
| 94 | 10.44 | 38.357170 |
| 95 | 10.45 | 38.320980 |
| 96 | 10.46 | 38.284790 |
| 97 | 10.47 | 38.248600 |
| 98 | 10.48 | 38.212410 |
| 99 | 10.49 | 38.176220 |
| 100 | 10.50 | 38.140030 |
| 101 | 10.51 | 38.103840 |
| 102 | 10.52 | 38.067650 |
| 103 | 10.53 | 38.031460 |
| 104 | 10.54 | 37.995270 |
| 105 | 10.55 | 37.959081 |
| 106 | 10.56 | 37.922891 |
| 107 | 10.57 | 37.886701 |
| 108 | 10.58 | 37.850511 |
| 109 | 10.59 | 37.814321 |
| 110 | 10.60 | 37.778131 |
| 111 | 10.61 | 37.741941 |
| 112 | 10.62 | 37.705751 |
| 113 | 10.63 | 37.669561 |
| 114 | 10.64 | 37.633371 |
| 115 | 10.65 | 37.597181 |
| 116 | 10.66 | 37.560992 |
| 117 | 10.67 | 37.524802 |
| 118 | 10.68 | 37.488612 |
| 119 | 10.69 | 37.452422 |
| 120 | 10.70 | 37.416232 |
| 121 | 10.71 | 37.380042 |
| 122 | 10.72 | 37.343852 |
| 123 | 10.73 | 37.307662 |
| 124 | 10.74 | 37.271472 |
| 125 | 10.75 | 37.235282 |
| 126 | 10.76 | 37.199093 |
| 127 | 10.77 | 37.162903 |
| 128 | 10.78 | 37.126713 |
| 129 | 10.79 | 37.090523 |
| 130 | 10.80 | 37.054333 |
| 131 | 10.81 | 37.018143 |
| 132 | 10.82 | 36.981953 |
| 133 | 10.83 | 36.945763 |
| 134 | 10.84 | 36.909573 |
| 135 | 10.85 | 36.873383 |
| 136 | 10.86 | 36.837193 |
| 137 | 10.87 | 36.801004 |
| 138 | 10.88 | 36.764814 |
| 139 | 10.89 | 36.728624 |
| 140 | 10.90 | 36.692434 |
| 141 | 10.91 | 36.656244 |
| 142 | 10.92 | 36.620054 |
| 143 | 10.93 | 36.583864 |
| 144 | 10.94 | 36.547674 |
| 145 | 10.95 | 36.511484 |
| 146 | 10.96 | 36.475294 |
| 147 | 10.97 | 36.439104 |
| 148 | 10.98 | 36.402915 |
| 149 | 10.99 | 36.366725 |
| 150 | 11.00 | 36.330535 |
| 151 | 11.01 | 36.294345 |
| 152 | 11.02 | 36.258155 |
| 153 | 11.03 | 36.221965 |
| 154 | 11.04 | 36.185775 |
| 155 | 11.05 | 36.149585 |
| 156 | 11.06 | 36.113395 |
| 157 | 11.07 | 36.077205 |
| 158 | 11.08 | 36.041016 |
| 159 | 11.09 | 36.004826 |
| 160 | 11.10 | 35.968636 |
| 161 | 11.11 | 35.932446 |
| 162 | 11.12 | 35.896256 |
| 163 | 11.13 | 35.860066 |
| 164 | 11.14 | 35.823876 |
| 165 | 11.15 | 35.787686 |
| 166 | 11.16 | 35.751496 |
| 167 | 11.17 | 35.715306 |
| 168 | 11.18 | 35.679116 |
| 169 | 11.19 | 35.642927 |
| 170 | 11.20 | 35.606737 |
| 171 | 11.21 | 35.570547 |
| 172 | 11.22 | 35.534357 |
| 173 | 11.23 | 35.498167 |
| 174 | 11.24 | 35.461977 |
| 175 | 11.25 | 35.425787 |
| 176 | 11.26 | 35.389597 |
| 177 | 11.27 | 35.353407 |
| 178 | 11.28 | 35.317217 |
| 179 | 11.29 | 35.281028 |
| 180 | 11.30 | 35.244838 |
| 181 | 11.31 | 35.208648 |
| 182 | 11.32 | 35.172458 |
| 183 | 11.33 | 35.136268 |
| 184 | 11.34 | 35.100078 |
| 185 | 11.35 | 35.063888 |
| 186 | 11.36 | 35.027698 |
| 187 | 11.37 | 34.991508 |
| 188 | 11.38 | 34.955318 |
| 189 | 11.39 | 34.919128 |
| 190 | 11.40 | 34.882939 |
| 191 | 11.41 | 34.846749 |
| 192 | 11.42 | 34.810559 |
| 193 | 11.43 | 34.774369 |
| 194 | 11.44 | 34.738179 |
| 195 | 11.45 | 34.701989 |
| 196 | 11.46 | 34.665799 |
| 197 | 11.47 | 34.629609 |
| 198 | 11.48 | 34.593419 |
| 199 | 11.49 | 34.557229 |
| 200 | 11.50 | 34.521039 |
| 201 | 11.51 | 34.484850 |
| 202 | 11.52 | 34.448660 |
| 203 | 11.53 | 34.412470 |
| 204 | 11.54 | 34.376280 |
| 205 | 11.55 | 34.340090 |
| 206 | 11.56 | 34.303900 |
| 207 | 11.57 | 34.267710 |
| 208 | 11.58 | 34.231520 |
| 209 | 11.59 | 34.195330 |
| 210 | 11.60 | 34.159140 |
| 211 | 11.61 | 34.122951 |
| 212 | 11.62 | 34.086761 |
| 213 | 11.63 | 34.050571 |
| 214 | 11.64 | 34.014381 |
| 215 | 11.65 | 33.978191 |
| 216 | 11.66 | 33.942001 |
| 217 | 11.67 | 33.905811 |
| 218 | 11.68 | 33.869621 |
| 219 | 11.69 | 33.833431 |
| 220 | 11.70 | 33.797241 |
| 221 | 11.71 | 33.761051 |
| 222 | 11.72 | 33.724862 |
| 223 | 11.73 | 33.688672 |
| 224 | 11.74 | 33.652482 |
| 225 | 11.75 | 33.616292 |
| 226 | 11.76 | 33.580102 |
| 227 | 11.77 | 33.543912 |
| 228 | 11.78 | 33.507722 |
| 229 | 11.79 | 33.471532 |
| 230 | 11.80 | 33.435342 |
| 231 | 11.81 | 33.399152 |
| 232 | 11.82 | 33.362962 |
| 233 | 11.83 | 33.326773 |
| 234 | 11.84 | 33.290583 |
| 235 | 11.85 | 33.254393 |
| 236 | 11.86 | 33.218203 |
| 237 | 11.87 | 33.182013 |
| 238 | 11.88 | 33.145823 |
| 239 | 11.89 | 33.109633 |
| 240 | 11.90 | 33.073443 |
| 241 | 11.91 | 33.037253 |
| 242 | 11.92 | 33.001063 |
| 243 | 11.93 | 32.964874 |
| 244 | 11.94 | 32.928684 |
| 245 | 11.95 | 32.892494 |
| 246 | 11.96 | 32.856304 |
| 247 | 11.97 | 32.820114 |
| 248 | 11.98 | 32.783924 |
| 249 | 11.99 | 32.747734 |
| 250 | 12.00 | 32.711544 |
| 251 | 12.01 | 32.675354 |
| 252 | 12.02 | 32.639164 |
| 253 | 12.03 | 32.602974 |
| 254 | 12.04 | 32.566785 |
| 255 | 12.05 | 32.530595 |
| 256 | 12.06 | 32.494405 |
| 257 | 12.07 | 32.458215 |
| 258 | 12.08 | 32.422025 |
| 259 | 12.09 | 32.385835 |
| 260 | 12.10 | 32.349645 |
| 261 | 12.11 | 32.313455 |
| 262 | 12.12 | 32.277265 |
| 263 | 12.13 | 32.241075 |
| 264 | 12.14 | 32.204885 |
| 265 | 12.15 | 32.168696 |
| 266 | 12.16 | 32.132506 |
| 267 | 12.17 | 32.096316 |
| 268 | 12.18 | 32.060126 |
| 269 | 12.19 | 32.023936 |
| 270 | 12.20 | 31.987746 |
| 271 | 12.21 | 31.951556 |
| 272 | 12.22 | 31.915366 |
| 273 | 12.23 | 31.879176 |
| 274 | 12.24 | 31.842986 |
| 275 | 12.25 | 31.806797 |
| 276 | 12.26 | 31.770607 |
| 277 | 12.27 | 31.734417 |
| 278 | 12.28 | 31.698227 |
| 279 | 12.29 | 31.662037 |
| 280 | 12.30 | 31.625847 |
| 281 | 12.31 | 31.589657 |
| 282 | 12.32 | 31.553467 |
| 283 | 12.33 | 31.517277 |
| 284 | 12.34 | 31.481087 |
| 285 | 12.35 | 31.444897 |
| 286 | 12.36 | 31.408708 |
| 287 | 12.37 | 31.372518 |
| 288 | 12.38 | 31.336328 |
| 289 | 12.39 | 31.300138 |
| 290 | 12.40 | 31.263948 |
| 291 | 12.41 | 31.227758 |
| 292 | 12.42 | 31.191568 |
| 293 | 12.43 | 31.155378 |
| 294 | 12.44 | 31.119188 |
| 295 | 12.45 | 31.082998 |
| 296 | 12.46 | 31.046808 |
| 297 | 12.47 | 31.010619 |
| 298 | 12.48 | 30.974429 |
| 299 | 12.49 | 30.938239 |
| 300 | 12.50 | 30.902049 |
| 301 | 12.51 | 30.865859 |
| 302 | 12.52 | 30.829669 |
| 303 | 12.53 | 30.793479 |
| 304 | 12.54 | 30.757289 |
| 305 | 12.55 | 30.721099 |
| 306 | 12.56 | 30.684909 |
| 307 | 12.57 | 30.648720 |
| 308 | 12.58 | 30.612530 |
| 309 | 12.59 | 30.576340 |
| 310 | 12.60 | 30.540150 |
| 311 | 12.61 | 30.503960 |
| 312 | 12.62 | 30.467770 |
| 313 | 12.63 | 30.431580 |
| 314 | 12.64 | 30.395390 |
| 315 | 12.65 | 30.359200 |
| 316 | 12.66 | 30.323010 |
| 317 | 12.67 | 30.286820 |
| 318 | 12.68 | 30.250631 |
| 319 | 12.69 | 30.214441 |
| 320 | 12.70 | 30.178251 |
| 321 | 12.71 | 30.142061 |
| 322 | 12.72 | 30.105871 |
| 323 | 12.73 | 30.069681 |
| 324 | 12.74 | 30.033491 |
| 325 | 12.75 | 29.997301 |
| 326 | 12.76 | 29.961111 |
| 327 | 12.77 | 29.924921 |
| 328 | 12.78 | 29.888731 |
| 329 | 12.79 | 29.852542 |
| 330 | 12.80 | 29.816352 |
| 331 | 12.81 | 29.780162 |
| 332 | 12.82 | 29.743972 |
| 333 | 12.83 | 29.707782 |
| 334 | 12.84 | 29.671592 |
| 335 | 12.85 | 29.635402 |
| 336 | 12.86 | 29.599212 |
| 337 | 12.87 | 29.563022 |
| 338 | 12.88 | 29.526832 |
| 339 | 12.89 | 29.490643 |
| 340 | 12.90 | 29.454453 |
| 341 | 12.91 | 29.418263 |
| 342 | 12.92 | 29.382073 |
| 343 | 12.93 | 29.345883 |
| 344 | 12.94 | 29.309693 |
| 345 | 12.95 | 29.273503 |
| 346 | 12.96 | 29.237313 |
| 347 | 12.97 | 29.201123 |
| 348 | 12.98 | 29.164933 |
| 349 | 12.99 | 29.128743 |
| 350 | 13.00 | 29.092554 |
| 351 | 13.01 | 29.056364 |
| 352 | 13.02 | 29.020174 |
| 353 | 13.03 | 28.983984 |
| 354 | 13.04 | 28.947794 |
| 355 | 13.05 | 28.911604 |
| 356 | 13.06 | 28.875414 |
| 357 | 13.07 | 28.839224 |
| 358 | 13.08 | 28.803034 |
| 359 | 13.09 | 28.766844 |
| 360 | 13.10 | 28.730654 |
| 361 | 13.11 | 28.694465 |
| 362 | 13.12 | 28.658275 |
| 363 | 13.13 | 28.622085 |
| 364 | 13.14 | 28.585895 |
| 365 | 13.15 | 28.549705 |
| 366 | 13.16 | 28.513515 |
| 367 | 13.17 | 28.477325 |
| 368 | 13.18 | 28.441135 |
| 369 | 13.19 | 28.404945 |
| 370 | 13.20 | 28.368755 |
| 371 | 13.21 | 28.332566 |
| 372 | 13.22 | 28.296376 |
| 373 | 13.23 | 28.260186 |
| 374 | 13.24 | 28.223996 |
| 375 | 13.25 | 28.187806 |
| 376 | 13.26 | 28.151616 |
| 377 | 13.27 | 28.115426 |
| 378 | 13.28 | 28.079236 |
| 379 | 13.29 | 28.043046 |
| 380 | 13.30 | 28.006856 |
| 381 | 13.31 | 27.970666 |
| 382 | 13.32 | 27.934477 |
| 383 | 13.33 | 27.898287 |
| 384 | 13.34 | 27.862097 |
| 385 | 13.35 | 27.825907 |
| 386 | 13.36 | 27.789717 |
| 387 | 13.37 | 27.753527 |
| 388 | 13.38 | 27.717337 |
| 389 | 13.39 | 27.681147 |
| 390 | 13.40 | 27.644957 |
| 391 | 13.41 | 27.608767 |
| 392 | 13.42 | 27.572577 |
| 393 | 13.43 | 27.536388 |
| 394 | 13.44 | 27.500198 |
| 395 | 13.45 | 27.464008 |
| 396 | 13.46 | 27.427818 |
| 397 | 13.47 | 27.391628 |
| 398 | 13.48 | 27.355438 |
| 399 | 13.49 | 27.319248 |
| 400 | 13.50 | 27.283058 |
| 401 | 13.51 | 27.246868 |
| 402 | 13.52 | 27.210678 |
| 403 | 13.53 | 27.174489 |
| 404 | 13.54 | 27.138299 |
| 405 | 13.55 | 27.102109 |
| 406 | 13.56 | 27.065919 |
| 407 | 13.57 | 27.029729 |
| 408 | 13.58 | 26.993539 |
| 409 | 13.59 | 26.957349 |
| 410 | 13.60 | 26.921159 |
| 411 | 13.61 | 26.884969 |
| 412 | 13.62 | 26.848779 |
| 413 | 13.63 | 26.812589 |
| 414 | 13.64 | 26.776400 |
| 415 | 13.65 | 26.740210 |
| 416 | 13.66 | 26.704020 |
| 417 | 13.67 | 26.667830 |
| 418 | 13.68 | 26.631640 |
| 419 | 13.69 | 26.595450 |
| 420 | 13.70 | 26.559260 |
| 421 | 13.71 | 26.523070 |
| 422 | 13.72 | 26.486880 |
| 423 | 13.73 | 26.450690 |
| 424 | 13.74 | 26.414500 |
| 425 | 13.75 | 26.378311 |
| 426 | 13.76 | 26.342121 |
| 427 | 13.77 | 26.305931 |
| 428 | 13.78 | 26.269741 |
| 429 | 13.79 | 26.233551 |
| 430 | 13.80 | 26.197361 |
| 431 | 13.81 | 26.161171 |
| 432 | 13.82 | 26.124981 |
| 433 | 13.83 | 26.088791 |
| 434 | 13.84 | 26.052601 |
| 435 | 13.85 | 26.016412 |
| 436 | 13.86 | 25.980222 |
| 437 | 13.87 | 25.944032 |
| 438 | 13.88 | 25.907842 |
| 439 | 13.89 | 25.871652 |
| 440 | 13.90 | 25.835462 |
| 441 | 13.91 | 25.799272 |
| 442 | 13.92 | 25.763082 |
| 443 | 13.93 | 25.726892 |
| 444 | 13.94 | 25.690702 |
| 445 | 13.95 | 25.654512 |
| 446 | 13.96 | 25.618323 |
| 447 | 13.97 | 25.582133 |
| 448 | 13.98 | 25.545943 |
| 449 | 13.99 | 25.509753 |
| 450 | 14.00 | 25.473563 |
| 451 | 14.01 | 25.437373 |
| 452 | 14.02 | 25.401183 |
| 453 | 14.03 | 25.364993 |
| 454 | 14.04 | 25.328803 |
| 455 | 14.05 | 25.292613 |
| 456 | 14.06 | 25.256423 |
| 457 | 14.07 | 25.220234 |
| 458 | 14.08 | 25.184044 |
| 459 | 14.09 | 25.147854 |
| 460 | 14.10 | 25.111664 |
| 461 | 14.11 | 25.075474 |
| 462 | 14.12 | 25.039284 |
| 463 | 14.13 | 25.003094 |
| 464 | 14.14 | 24.966904 |
| 465 | 14.15 | 24.930714 |
| 466 | 14.16 | 24.894524 |
| 467 | 14.17 | 24.858335 |
| 468 | 14.18 | 24.822145 |
| 469 | 14.19 | 24.785955 |
| 470 | 14.20 | 24.749765 |
| 471 | 14.21 | 24.713575 |
| 472 | 14.22 | 24.677385 |
| 473 | 14.23 | 24.641195 |
| 474 | 14.24 | 24.605005 |
| 475 | 14.25 | 24.568815 |
| 476 | 14.26 | 24.532625 |
| 477 | 14.27 | 24.496435 |
| 478 | 14.28 | 24.460246 |
| 479 | 14.29 | 24.424056 |
| 480 | 14.30 | 24.387866 |
| 481 | 14.31 | 24.351676 |
| 482 | 14.32 | 24.315486 |
| 483 | 14.33 | 24.279296 |
| 484 | 14.34 | 24.243106 |
| 485 | 14.35 | 24.206916 |
| 486 | 14.36 | 24.170726 |
| 487 | 14.37 | 24.134536 |
| 488 | 14.38 | 24.098347 |
| 489 | 14.39 | 24.062157 |
| 490 | 14.40 | 24.025967 |
| 491 | 14.41 | 23.989777 |
| 492 | 14.42 | 23.953587 |
| 493 | 14.43 | 23.917397 |
| 494 | 14.44 | 23.881207 |
| 495 | 14.45 | 23.845017 |
| 496 | 14.46 | 23.808827 |
| 497 | 14.47 | 23.772637 |
| 498 | 14.48 | 23.736447 |
| 499 | 14.49 | 23.700258 |
| 500 | 14.50 | 23.664068 |
| 501 | 14.51 | 23.627878 |
| 502 | 14.52 | 23.591688 |
| 503 | 14.53 | 23.555498 |
| 504 | 14.54 | 23.519308 |
| 505 | 14.55 | 23.483118 |
| 506 | 14.56 | 23.446928 |
| 507 | 14.57 | 23.410738 |
| 508 | 14.58 | 23.374548 |
| 509 | 14.59 | 23.338358 |
| 510 | 14.60 | 23.302169 |
| 511 | 14.61 | 23.265979 |
| 512 | 14.62 | 23.229789 |
| 513 | 14.63 | 23.193599 |
| 514 | 14.64 | 23.157409 |
| 515 | 14.65 | 23.121219 |
| 516 | 14.66 | 23.085029 |
| 517 | 14.67 | 23.048839 |
| 518 | 14.68 | 23.012649 |
| 519 | 14.69 | 22.976459 |
| 520 | 14.70 | 22.940270 |
| 521 | 14.71 | 22.904080 |
| 522 | 14.72 | 22.867890 |
| 523 | 14.73 | 22.831700 |
| 524 | 14.74 | 22.795510 |
| 525 | 14.75 | 22.759320 |
| 526 | 14.76 | 22.723130 |
| 527 | 14.77 | 22.686940 |
| 528 | 14.78 | 22.650750 |
| 529 | 14.79 | 22.614560 |
| 530 | 14.80 | 22.578370 |
| 531 | 14.81 | 22.542181 |
| 532 | 14.82 | 22.505991 |
| 533 | 14.83 | 22.469801 |
| 534 | 14.84 | 22.433611 |
| 535 | 14.85 | 22.397421 |
| 536 | 14.86 | 22.361231 |
| 537 | 14.87 | 22.325041 |
| 538 | 14.88 | 22.288851 |
| 539 | 14.89 | 22.252661 |
| 540 | 14.90 | 22.216471 |
| 541 | 14.91 | 22.180281 |
| 542 | 14.92 | 22.144092 |
| 543 | 14.93 | 22.107902 |
| 544 | 14.94 | 22.071712 |
| 545 | 14.95 | 22.035522 |
| 546 | 14.96 | 21.999332 |
| 547 | 14.97 | 21.963142 |
| 548 | 14.98 | 21.926952 |
| 549 | 14.99 | 21.890762 |
| 550 | 15.00 | 21.854572 |
| 551 | 15.01 | 21.818382 |
| 552 | 15.02 | 21.782193 |
| 553 | 15.03 | 21.746003 |
| 554 | 15.04 | 21.709813 |
| 555 | 15.05 | 21.673623 |
| 556 | 15.06 | 21.637433 |
| 557 | 15.07 | 21.601243 |
| 558 | 15.08 | 21.565053 |
| 559 | 15.09 | 21.528863 |
| 560 | 15.10 | 21.492673 |
| 561 | 15.11 | 21.456483 |
| 562 | 15.12 | 21.420293 |
| 563 | 15.13 | 21.384104 |
| 564 | 15.14 | 21.347914 |
| 565 | 15.15 | 21.311724 |
| 566 | 15.16 | 21.275534 |
| 567 | 15.17 | 21.239344 |
| 568 | 15.18 | 21.203154 |
| 569 | 15.19 | 21.166964 |
| 570 | 15.20 | 21.130774 |
| 571 | 15.21 | 21.094584 |
| 572 | 15.22 | 21.058394 |
| 573 | 15.23 | 21.022204 |
| 574 | 15.24 | 20.986015 |
| 575 | 15.25 | 20.949825 |
| 576 | 15.26 | 20.913635 |
| 577 | 15.27 | 20.877445 |
| 578 | 15.28 | 20.841255 |
| 579 | 15.29 | 20.805065 |
| 580 | 15.30 | 20.768875 |
| 581 | 15.31 | 20.732685 |
| 582 | 15.32 | 20.696495 |
| 583 | 15.33 | 20.660305 |
| 584 | 15.34 | 20.624116 |
| 585 | 15.35 | 20.587926 |
| 586 | 15.36 | 20.551736 |
| 587 | 15.37 | 20.515546 |
| 588 | 15.38 | 20.479356 |
| 589 | 15.39 | 20.443166 |
| 590 | 15.40 | 20.406976 |
| 591 | 15.41 | 20.370786 |
| 592 | 15.42 | 20.334596 |
| 593 | 15.43 | 20.298406 |
| 594 | 15.44 | 20.262216 |
| 595 | 15.45 | 20.226027 |
| 596 | 15.46 | 20.189837 |
| 597 | 15.47 | 20.153647 |
| 598 | 15.48 | 20.117457 |
| 599 | 15.49 | 20.081267 |
| 600 | 15.50 | 20.045077 |
| 601 | 15.51 | 20.008887 |
| 602 | 15.52 | 19.972697 |
| 603 | 15.53 | 19.936507 |
| 604 | 15.54 | 19.900317 |
| 605 | 15.55 | 19.864127 |
| 606 | 15.56 | 19.827938 |
| 607 | 15.57 | 19.791748 |
| 608 | 15.58 | 19.755558 |
| 609 | 15.59 | 19.719368 |
| 610 | 15.60 | 19.683178 |
| 611 | 15.61 | 19.646988 |
| 612 | 15.62 | 19.610798 |
| 613 | 15.63 | 19.574608 |
| 614 | 15.64 | 19.538418 |
| 615 | 15.65 | 19.502228 |
| 616 | 15.66 | 19.466039 |
| 617 | 15.67 | 19.429849 |
| 618 | 15.68 | 19.393659 |
| 619 | 15.69 | 19.357469 |
| 620 | 15.70 | 19.321279 |
| 621 | 15.71 | 19.285089 |
| 622 | 15.72 | 19.248899 |
| 623 | 15.73 | 19.212709 |
| 624 | 15.74 | 19.176519 |
| 625 | 15.75 | 19.140329 |
| 626 | 15.76 | 19.104139 |
| 627 | 15.77 | 19.067950 |
| 628 | 15.78 | 19.031760 |
| 629 | 15.79 | 18.995570 |
| 630 | 15.80 | 18.959380 |
| 631 | 15.81 | 18.923190 |
| 632 | 15.82 | 18.887000 |
| 633 | 15.83 | 18.850810 |
| 634 | 15.84 | 18.814620 |
| 635 | 15.85 | 18.778430 |
| 636 | 15.86 | 18.742240 |
| 637 | 15.87 | 18.706050 |
| 638 | 15.88 | 18.669861 |
| 639 | 15.89 | 18.633671 |
| 640 | 15.90 | 18.597481 |
| 641 | 15.91 | 18.561291 |
| 642 | 15.92 | 18.525101 |
| 643 | 15.93 | 18.488911 |
| 644 | 15.94 | 18.452721 |
| 645 | 15.95 | 18.416531 |
| 646 | 15.96 | 18.380341 |
| 647 | 15.97 | 18.344151 |
| 648 | 15.98 | 18.307962 |
| 649 | 15.99 | 18.271772 |
| 650 | 16.00 | 18.235582 |
| 651 | 16.01 | 18.199392 |
| 652 | 16.02 | 18.163202 |
| 653 | 16.03 | 18.127012 |
| 654 | 16.04 | 18.090822 |
| 655 | 16.05 | 18.054632 |
| 656 | 16.06 | 18.018442 |
| 657 | 16.07 | 17.982252 |
| 658 | 16.08 | 17.946062 |
| 659 | 16.09 | 17.909873 |
| 660 | 16.10 | 17.873683 |
| 661 | 16.11 | 17.837493 |
| 662 | 16.12 | 17.801303 |
| 663 | 16.13 | 17.765113 |
| 664 | 16.14 | 17.728923 |
| 665 | 16.15 | 17.692733 |
| 666 | 16.16 | 17.656543 |
| 667 | 16.17 | 17.620353 |
| 668 | 16.18 | 17.584163 |
| 669 | 16.19 | 17.547973 |
| 670 | 16.20 | 17.511784 |
| 671 | 16.21 | 17.475594 |
| 672 | 16.22 | 17.439404 |
| 673 | 16.23 | 17.403214 |
| 674 | 16.24 | 17.367024 |
| 675 | 16.25 | 17.330834 |
| 676 | 16.26 | 17.294644 |
| 677 | 16.27 | 17.258454 |
| 678 | 16.28 | 17.222264 |
| 679 | 16.29 | 17.186074 |
| 680 | 16.30 | 17.149885 |
| 681 | 16.31 | 17.113695 |
| 682 | 16.32 | 17.077505 |
| 683 | 16.33 | 17.041315 |
| 684 | 16.34 | 17.005125 |
| 685 | 16.35 | 16.968935 |
| 686 | 16.36 | 16.932745 |
| 687 | 16.37 | 16.896555 |
| 688 | 16.38 | 16.860365 |
| 689 | 16.39 | 16.824175 |
| 690 | 16.40 | 16.787985 |
| 691 | 16.41 | 16.751796 |
| 692 | 16.42 | 16.715606 |
| 693 | 16.43 | 16.679416 |
| 694 | 16.44 | 16.643226 |
| 695 | 16.45 | 16.607036 |
| 696 | 16.46 | 16.570846 |
| 697 | 16.47 | 16.534656 |
| 698 | 16.48 | 16.498466 |
| 699 | 16.49 | 16.462276 |
| 700 | 16.50 | 16.426086 |
| 701 | 16.51 | 16.389896 |
| 702 | 16.52 | 16.353707 |
| 703 | 16.53 | 16.317517 |
| 704 | 16.54 | 16.281327 |
| 705 | 16.55 | 16.245137 |
| 706 | 16.56 | 16.208947 |
| 707 | 16.57 | 16.172757 |
| 708 | 16.58 | 16.136567 |
| 709 | 16.59 | 16.100377 |
| 710 | 16.60 | 16.064187 |
| 711 | 16.61 | 16.027997 |
| 712 | 16.62 | 15.991808 |
| 713 | 16.63 | 15.955618 |
| 714 | 16.64 | 15.919428 |
| 715 | 16.65 | 15.883238 |
| 716 | 16.66 | 15.847048 |
| 717 | 16.67 | 15.810858 |
| 718 | 16.68 | 15.774668 |
| 719 | 16.69 | 15.738478 |
| 720 | 16.70 | 15.702288 |
| 721 | 16.71 | 15.666098 |
| 722 | 16.72 | 15.629908 |
| 723 | 16.73 | 15.593719 |
| 724 | 16.74 | 15.557529 |
| 725 | 16.75 | 15.521339 |
| 726 | 16.76 | 15.485149 |
| 727 | 16.77 | 15.448959 |
| 728 | 16.78 | 15.412769 |
| 729 | 16.79 | 15.376579 |
| 730 | 16.80 | 15.340389 |
| 731 | 16.81 | 15.304199 |
| 732 | 16.82 | 15.268009 |
| 733 | 16.83 | 15.231819 |
| 734 | 16.84 | 15.195630 |
| 735 | 16.85 | 15.159440 |
| 736 | 16.86 | 15.123250 |
| 737 | 16.87 | 15.087060 |
| 738 | 16.88 | 15.050870 |
| 739 | 16.89 | 15.014680 |
| 740 | 16.90 | 14.978490 |
| 741 | 16.91 | 14.942300 |
| 742 | 16.92 | 14.906110 |
| 743 | 16.93 | 14.869920 |
| 744 | 16.94 | 14.833731 |
| 745 | 16.95 | 14.797541 |
| 746 | 16.96 | 14.761351 |
| 747 | 16.97 | 14.725161 |
| 748 | 16.98 | 14.688971 |
| 749 | 16.99 | 14.652781 |
| 750 | 17.00 | 14.616591 |
| 751 | 17.01 | 14.580401 |
| 752 | 17.02 | 14.544211 |
| 753 | 17.03 | 14.508021 |
| 754 | 17.04 | 14.471831 |
| 755 | 17.05 | 14.435642 |
| 756 | 17.06 | 14.399452 |
| 757 | 17.07 | 14.363262 |
| 758 | 17.08 | 14.327072 |
| 759 | 17.09 | 14.290882 |
| 760 | 17.10 | 14.254692 |
| 761 | 17.11 | 14.218502 |
| 762 | 17.12 | 14.182312 |
| 763 | 17.13 | 14.146122 |
| 764 | 17.14 | 14.109932 |
| 765 | 17.15 | 14.073742 |
| 766 | 17.16 | 14.037553 |
| 767 | 17.17 | 14.001363 |
| 768 | 17.18 | 13.965173 |
| 769 | 17.19 | 13.928983 |
| 770 | 17.20 | 13.892793 |
| 771 | 17.21 | 13.856603 |
| 772 | 17.22 | 13.820413 |
| 773 | 17.23 | 13.784223 |
| 774 | 17.24 | 13.748033 |
| 775 | 17.25 | 13.711843 |
| 776 | 17.26 | 13.675654 |
| 777 | 17.27 | 13.639464 |
| 778 | 17.28 | 13.603274 |
| 779 | 17.29 | 13.567084 |
| 780 | 17.30 | 13.530894 |
| 781 | 17.31 | 13.494704 |
| 782 | 17.32 | 13.458514 |
| 783 | 17.33 | 13.422324 |
| 784 | 17.34 | 13.386134 |
| 785 | 17.35 | 13.349944 |
| 786 | 17.36 | 13.313754 |
| 787 | 17.37 | 13.277565 |
| 788 | 17.38 | 13.241375 |
| 789 | 17.39 | 13.205185 |
| 790 | 17.40 | 13.168995 |
| 791 | 17.41 | 13.132805 |
| 792 | 17.42 | 13.096615 |
| 793 | 17.43 | 13.060425 |
| 794 | 17.44 | 13.024235 |
| 795 | 17.45 | 12.988045 |
| 796 | 17.46 | 12.951855 |
| 797 | 17.47 | 12.915665 |
| 798 | 17.48 | 12.879476 |
| 799 | 17.49 | 12.843286 |
| 800 | 17.50 | 12.807096 |
| 801 | 17.51 | 12.770906 |
| 802 | 17.52 | 12.734716 |
| 803 | 17.53 | 12.698526 |
| 804 | 17.54 | 12.662336 |
| 805 | 17.55 | 12.626146 |
| 806 | 17.56 | 12.589956 |
| 807 | 17.57 | 12.553766 |
| 808 | 17.58 | 12.517577 |
| 809 | 17.59 | 12.481387 |
| 810 | 17.60 | 12.445197 |
| 811 | 17.61 | 12.409007 |
| 812 | 17.62 | 12.372817 |
| 813 | 17.63 | 12.336627 |
| 814 | 17.64 | 12.300437 |
| 815 | 17.65 | 12.264247 |
| 816 | 17.66 | 12.228057 |
| 817 | 17.67 | 12.191867 |
| 818 | 17.68 | 12.155677 |
| 819 | 17.69 | 12.119488 |
| 820 | 17.70 | 12.083298 |
| 821 | 17.71 | 12.047108 |
| 822 | 17.72 | 12.010918 |
| 823 | 17.73 | 11.974728 |
| 824 | 17.74 | 11.938538 |
| 825 | 17.75 | 11.902348 |
| 826 | 17.76 | 11.866158 |
| 827 | 17.77 | 11.829968 |
| 828 | 17.78 | 11.793778 |
| 829 | 17.79 | 11.757589 |
| 830 | 17.80 | 11.721399 |
| 831 | 17.81 | 11.685209 |
| 832 | 17.82 | 11.649019 |
| 833 | 17.83 | 11.612829 |
| 834 | 17.84 | 11.576639 |
| 835 | 17.85 | 11.540449 |
| 836 | 17.86 | 11.504259 |
| 837 | 17.87 | 11.468069 |
| 838 | 17.88 | 11.431879 |
| 839 | 17.89 | 11.395689 |
| 840 | 17.90 | 11.359500 |
| 841 | 17.91 | 11.323310 |
| 842 | 17.92 | 11.287120 |
| 843 | 17.93 | 11.250930 |
| 844 | 17.94 | 11.214740 |
| 845 | 17.95 | 11.178550 |
| 846 | 17.96 | 11.142360 |
| 847 | 17.97 | 11.106170 |
| 848 | 17.98 | 11.069980 |
| 849 | 17.99 | 11.033790 |
| 850 | 18.00 | 10.997600 |
| 851 | 18.01 | 10.961411 |
| 852 | 18.02 | 10.925221 |
| 853 | 18.03 | 10.889031 |
| 854 | 18.04 | 10.852841 |
| 855 | 18.05 | 10.816651 |
| 856 | 18.06 | 10.780461 |
| 857 | 18.07 | 10.744271 |
| 858 | 18.08 | 10.708081 |
| 859 | 18.09 | 10.671891 |
| 860 | 18.10 | 10.635701 |
| 861 | 18.11 | 10.599512 |
| 862 | 18.12 | 10.563322 |
| 863 | 18.13 | 10.527132 |
| 864 | 18.14 | 10.490942 |
| 865 | 18.15 | 10.454752 |
| 866 | 18.16 | 10.418562 |
| 867 | 18.17 | 10.382372 |
| 868 | 18.18 | 10.346182 |
| 869 | 18.19 | 10.309992 |
| 870 | 18.20 | 10.273802 |
| 871 | 18.21 | 10.237612 |
| 872 | 18.22 | 10.201423 |
| 873 | 18.23 | 10.165233 |
| 874 | 18.24 | 10.129043 |
| 875 | 18.25 | 10.092853 |
| 876 | 18.26 | 10.056663 |
| 877 | 18.27 | 10.020473 |
| 878 | 18.28 | 9.984283 |
| 879 | 18.29 | 9.948093 |
| 880 | 18.30 | 9.911903 |
| 881 | 18.31 | 9.875713 |
| 882 | 18.32 | 9.839523 |
| 883 | 18.33 | 9.803334 |
| 884 | 18.34 | 9.767144 |
| 885 | 18.35 | 9.730954 |
| 886 | 18.36 | 9.694764 |
| 887 | 18.37 | 9.658574 |
| 888 | 18.38 | 9.622384 |
| 889 | 18.39 | 9.586194 |
| 890 | 18.40 | 9.550004 |
| 891 | 18.41 | 9.513814 |
| 892 | 18.42 | 9.477624 |
| 893 | 18.43 | 9.441435 |
| 894 | 18.44 | 9.405245 |
| 895 | 18.45 | 9.369055 |
| 896 | 18.46 | 9.332865 |
| 897 | 18.47 | 9.296675 |
| 898 | 18.48 | 9.260485 |
| 899 | 18.49 | 9.224295 |
| 900 | 18.50 | 9.188105 |
| 901 | 18.51 | 9.151915 |
| 902 | 18.52 | 9.115725 |
| 903 | 18.53 | 9.079535 |
| 904 | 18.54 | 9.043346 |
| 905 | 18.55 | 9.007156 |
| 906 | 18.56 | 8.970966 |
| 907 | 18.57 | 8.934776 |
| 908 | 18.58 | 8.898586 |
| 909 | 18.59 | 8.862396 |
| 910 | 18.60 | 8.826206 |
| 911 | 18.61 | 8.790016 |
| 912 | 18.62 | 8.753826 |
| 913 | 18.63 | 8.717636 |
| 914 | 18.64 | 8.681446 |
| 915 | 18.65 | 8.645257 |
| 916 | 18.66 | 8.609067 |
| 917 | 18.67 | 8.572877 |
| 918 | 18.68 | 8.536687 |
| 919 | 18.69 | 8.500497 |
| 920 | 18.70 | 8.464307 |
| 921 | 18.71 | 8.428117 |
| 922 | 18.72 | 8.391927 |
| 923 | 18.73 | 8.355737 |
| 924 | 18.74 | 8.319547 |
| 925 | 18.75 | 8.283358 |
| 926 | 18.76 | 8.247168 |
| 927 | 18.77 | 8.210978 |
| 928 | 18.78 | 8.174788 |
| 929 | 18.79 | 8.138598 |
| 930 | 18.80 | 8.102408 |
| 931 | 18.81 | 8.066218 |
| 932 | 18.82 | 8.030028 |
| 933 | 18.83 | 7.993838 |
| 934 | 18.84 | 7.957648 |
| 935 | 18.85 | 7.921458 |
| 936 | 18.86 | 7.885269 |
| 937 | 18.87 | 7.849079 |
| 938 | 18.88 | 7.812889 |
| 939 | 18.89 | 7.776699 |
| 940 | 18.90 | 7.740509 |
| 941 | 18.91 | 7.704319 |
| 942 | 18.92 | 7.668129 |
| 943 | 18.93 | 7.631939 |
| 944 | 18.94 | 7.595749 |
| 945 | 18.95 | 7.559559 |
| 946 | 18.96 | 7.523369 |
| 947 | 18.97 | 7.487180 |
| 948 | 18.98 | 7.450990 |
| 949 | 18.99 | 7.414800 |
| 950 | 19.00 | 7.378610 |
| 951 | 19.01 | 7.342420 |
| 952 | 19.02 | 7.306230 |
| 953 | 19.03 | 7.270040 |
| 954 | 19.04 | 7.233850 |
| 955 | 19.05 | 7.197660 |
| 956 | 19.06 | 7.161470 |
| 957 | 19.07 | 7.125281 |
| 958 | 19.08 | 7.089091 |
| 959 | 19.09 | 7.052901 |
| 960 | 19.10 | 7.016711 |
| 961 | 19.11 | 6.980521 |
| 962 | 19.12 | 6.944331 |
| 963 | 19.13 | 6.908141 |
| 964 | 19.14 | 6.871951 |
| 965 | 19.15 | 6.835761 |
| 966 | 19.16 | 6.799571 |
| 967 | 19.17 | 6.763381 |
| 968 | 19.18 | 6.727192 |
| 969 | 19.19 | 6.691002 |
| 970 | 19.20 | 6.654812 |
| 971 | 19.21 | 6.618622 |
| 972 | 19.22 | 6.582432 |
| 973 | 19.23 | 6.546242 |
| 974 | 19.24 | 6.510052 |
| 975 | 19.25 | 6.473862 |
| 976 | 19.26 | 6.437672 |
| 977 | 19.27 | 6.401482 |
| 978 | 19.28 | 6.365292 |
| 979 | 19.29 | 6.329103 |
| 980 | 19.30 | 6.292913 |
| 981 | 19.31 | 6.256723 |
| 982 | 19.32 | 6.220533 |
| 983 | 19.33 | 6.184343 |
| 984 | 19.34 | 6.148153 |
| 985 | 19.35 | 6.111963 |
| 986 | 19.36 | 6.075773 |
| 987 | 19.37 | 6.039583 |
| 988 | 19.38 | 6.003393 |
| 989 | 19.39 | 5.967204 |
| 990 | 19.40 | 5.931014 |
| 991 | 19.41 | 5.894824 |
| 992 | 19.42 | 5.858634 |
| 993 | 19.43 | 5.822444 |
| 994 | 19.44 | 5.786254 |
| 995 | 19.45 | 5.750064 |
| 996 | 19.46 | 5.713874 |
| 997 | 19.47 | 5.677684 |
| 998 | 19.48 | 5.641494 |
| 999 | 19.49 | 5.605304 |
| 1000 | 19.50 | 5.569115 |
| 1001 | 19.51 | 5.532925 |
| 1002 | 19.52 | 5.496735 |
| 1003 | 19.53 | 5.460545 |
| 1004 | 19.54 | 5.424355 |
| 1005 | 19.55 | 5.388165 |
| 1006 | 19.56 | 5.351975 |
| 1007 | 19.57 | 5.315785 |
| 1008 | 19.58 | 5.279595 |
| 1009 | 19.59 | 5.243405 |
| 1010 | 19.60 | 5.207215 |
| 1011 | 19.61 | 5.171026 |
| 1012 | 19.62 | 5.134836 |
| 1013 | 19.63 | 5.098646 |
| 1014 | 19.64 | 5.062456 |
| 1015 | 19.65 | 5.026266 |
| 1016 | 19.66 | 4.990076 |
| 1017 | 19.67 | 4.953886 |
| 1018 | 19.68 | 4.917696 |
| 1019 | 19.69 | 4.881506 |
| 1020 | 19.70 | 4.845316 |
| 1021 | 19.71 | 4.809127 |
| 1022 | 19.72 | 4.772937 |
| 1023 | 19.73 | 4.736747 |
| 1024 | 19.74 | 4.700557 |
| 1025 | 19.75 | 4.664367 |
| 1026 | 19.76 | 4.628177 |
| 1027 | 19.77 | 4.591987 |
| 1028 | 19.78 | 4.555797 |
| 1029 | 19.79 | 4.519607 |
| 1030 | 19.80 | 4.483417 |
| 1031 | 19.81 | 4.447227 |
| 1032 | 19.82 | 4.411038 |
| 1033 | 19.83 | 4.374848 |
| 1034 | 19.84 | 4.338658 |
| 1035 | 19.85 | 4.302468 |
| 1036 | 19.86 | 4.266278 |
| 1037 | 19.87 | 4.230088 |
| 1038 | 19.88 | 4.193898 |
| 1039 | 19.89 | 4.157708 |
| 1040 | 19.90 | 4.121518 |
| 1041 | 19.91 | 4.085328 |
| 1042 | 19.92 | 4.049138 |
| 1043 | 19.93 | 4.012949 |
| 1044 | 19.94 | 3.976759 |
| 1045 | 19.95 | 3.940569 |
| 1046 | 19.96 | 3.904379 |
| 1047 | 19.97 | 3.868189 |
| 1048 | 19.98 | 3.831999 |
| 1049 | 19.99 | 3.795809 |
test['PROFIT'] = (test["PRICE"] - buying_price_coke) * test["QUANTITY"]
test
| PRICE | QUANTITY | PROFIT | |
|---|---|---|---|
| 0 | 9.50 | 41.759021 | 20.879510 |
| 1 | 9.51 | 41.722831 | 21.278644 |
| 2 | 9.52 | 41.686641 | 21.677053 |
| 3 | 9.53 | 41.650451 | 22.074739 |
| 4 | 9.54 | 41.614261 | 22.471701 |
| 5 | 9.55 | 41.578071 | 22.867939 |
| 6 | 9.56 | 41.541881 | 23.263454 |
| 7 | 9.57 | 41.505691 | 23.658244 |
| 8 | 9.58 | 41.469501 | 24.052311 |
| 9 | 9.59 | 41.433312 | 24.445654 |
| 10 | 9.60 | 41.397122 | 24.838273 |
| 11 | 9.61 | 41.360932 | 25.230168 |
| 12 | 9.62 | 41.324742 | 25.621340 |
| 13 | 9.63 | 41.288552 | 26.011788 |
| 14 | 9.64 | 41.252362 | 26.401512 |
| 15 | 9.65 | 41.216172 | 26.790512 |
| 16 | 9.66 | 41.179982 | 27.178788 |
| 17 | 9.67 | 41.143792 | 27.566341 |
| 18 | 9.68 | 41.107602 | 27.953170 |
| 19 | 9.69 | 41.071412 | 28.339275 |
| 20 | 9.70 | 41.035223 | 28.724656 |
| 21 | 9.71 | 40.999033 | 29.109313 |
| 22 | 9.72 | 40.962843 | 29.493247 |
| 23 | 9.73 | 40.926653 | 29.876457 |
| 24 | 9.74 | 40.890463 | 30.258943 |
| 25 | 9.75 | 40.854273 | 30.640705 |
| 26 | 9.76 | 40.818083 | 31.021743 |
| 27 | 9.77 | 40.781893 | 31.402058 |
| 28 | 9.78 | 40.745703 | 31.781649 |
| 29 | 9.79 | 40.709513 | 32.160516 |
| 30 | 9.80 | 40.673324 | 32.538659 |
| 31 | 9.81 | 40.637134 | 32.916078 |
| 32 | 9.82 | 40.600944 | 33.292774 |
| 33 | 9.83 | 40.564754 | 33.668746 |
| 34 | 9.84 | 40.528564 | 34.043994 |
| 35 | 9.85 | 40.492374 | 34.418518 |
| 36 | 9.86 | 40.456184 | 34.792318 |
| 37 | 9.87 | 40.419994 | 35.165395 |
| 38 | 9.88 | 40.383804 | 35.537748 |
| 39 | 9.89 | 40.347614 | 35.909377 |
| 40 | 9.90 | 40.311424 | 36.280282 |
| 41 | 9.91 | 40.275235 | 36.650463 |
| 42 | 9.92 | 40.239045 | 37.019921 |
| 43 | 9.93 | 40.202855 | 37.388655 |
| 44 | 9.94 | 40.166665 | 37.756665 |
| 45 | 9.95 | 40.130475 | 38.123951 |
| 46 | 9.96 | 40.094285 | 38.490514 |
| 47 | 9.97 | 40.058095 | 38.856352 |
| 48 | 9.98 | 40.021905 | 39.221467 |
| 49 | 9.99 | 39.985715 | 39.585858 |
| 50 | 10.00 | 39.949525 | 39.949525 |
| 51 | 10.01 | 39.913335 | 40.312469 |
| 52 | 10.02 | 39.877146 | 40.674688 |
| 53 | 10.03 | 39.840956 | 41.036184 |
| 54 | 10.04 | 39.804766 | 41.396956 |
| 55 | 10.05 | 39.768576 | 41.757005 |
| 56 | 10.06 | 39.732386 | 42.116329 |
| 57 | 10.07 | 39.696196 | 42.474930 |
| 58 | 10.08 | 39.660006 | 42.832807 |
| 59 | 10.09 | 39.623816 | 43.189960 |
| 60 | 10.10 | 39.587626 | 43.546389 |
| 61 | 10.11 | 39.551436 | 43.902094 |
| 62 | 10.12 | 39.515247 | 44.257076 |
| 63 | 10.13 | 39.479057 | 44.611334 |
| 64 | 10.14 | 39.442867 | 44.964868 |
| 65 | 10.15 | 39.406677 | 45.317678 |
| 66 | 10.16 | 39.370487 | 45.669765 |
| 67 | 10.17 | 39.334297 | 46.021127 |
| 68 | 10.18 | 39.298107 | 46.371766 |
| 69 | 10.19 | 39.261917 | 46.721681 |
| 70 | 10.20 | 39.225727 | 47.070873 |
| 71 | 10.21 | 39.189537 | 47.419340 |
| 72 | 10.22 | 39.153347 | 47.767084 |
| 73 | 10.23 | 39.117158 | 48.114104 |
| 74 | 10.24 | 39.080968 | 48.460400 |
| 75 | 10.25 | 39.044778 | 48.805972 |
| 76 | 10.26 | 39.008588 | 49.150821 |
| 77 | 10.27 | 38.972398 | 49.494945 |
| 78 | 10.28 | 38.936208 | 49.838346 |
| 79 | 10.29 | 38.900018 | 50.181023 |
| 80 | 10.30 | 38.863828 | 50.522977 |
| 81 | 10.31 | 38.827638 | 50.864206 |
| 82 | 10.32 | 38.791448 | 51.204712 |
| 83 | 10.33 | 38.755258 | 51.544494 |
| 84 | 10.34 | 38.719069 | 51.883552 |
| 85 | 10.35 | 38.682879 | 52.221886 |
| 86 | 10.36 | 38.646689 | 52.559497 |
| 87 | 10.37 | 38.610499 | 52.896383 |
| 88 | 10.38 | 38.574309 | 53.232546 |
| 89 | 10.39 | 38.538119 | 53.567985 |
| 90 | 10.40 | 38.501929 | 53.902701 |
| 91 | 10.41 | 38.465739 | 54.236692 |
| 92 | 10.42 | 38.429549 | 54.569960 |
| 93 | 10.43 | 38.393359 | 54.902504 |
| 94 | 10.44 | 38.357170 | 55.234324 |
| 95 | 10.45 | 38.320980 | 55.565420 |
| 96 | 10.46 | 38.284790 | 55.895793 |
| 97 | 10.47 | 38.248600 | 56.225442 |
| 98 | 10.48 | 38.212410 | 56.554367 |
| 99 | 10.49 | 38.176220 | 56.882568 |
| 100 | 10.50 | 38.140030 | 57.210045 |
| 101 | 10.51 | 38.103840 | 57.536799 |
| 102 | 10.52 | 38.067650 | 57.862828 |
| 103 | 10.53 | 38.031460 | 58.188134 |
| 104 | 10.54 | 37.995270 | 58.512717 |
| 105 | 10.55 | 37.959081 | 58.836575 |
| 106 | 10.56 | 37.922891 | 59.159709 |
| 107 | 10.57 | 37.886701 | 59.482120 |
| 108 | 10.58 | 37.850511 | 59.803807 |
| 109 | 10.59 | 37.814321 | 60.124770 |
| 110 | 10.60 | 37.778131 | 60.445010 |
| 111 | 10.61 | 37.741941 | 60.764525 |
| 112 | 10.62 | 37.705751 | 61.083317 |
| 113 | 10.63 | 37.669561 | 61.401385 |
| 114 | 10.64 | 37.633371 | 61.718729 |
| 115 | 10.65 | 37.597181 | 62.035349 |
| 116 | 10.66 | 37.560992 | 62.351246 |
| 117 | 10.67 | 37.524802 | 62.666419 |
| 118 | 10.68 | 37.488612 | 62.980868 |
| 119 | 10.69 | 37.452422 | 63.294593 |
| 120 | 10.70 | 37.416232 | 63.607594 |
| 121 | 10.71 | 37.380042 | 63.919872 |
| 122 | 10.72 | 37.343852 | 64.231426 |
| 123 | 10.73 | 37.307662 | 64.542256 |
| 124 | 10.74 | 37.271472 | 64.852362 |
| 125 | 10.75 | 37.235282 | 65.161744 |
| 126 | 10.76 | 37.199093 | 65.470403 |
| 127 | 10.77 | 37.162903 | 65.778338 |
| 128 | 10.78 | 37.126713 | 66.085549 |
| 129 | 10.79 | 37.090523 | 66.392036 |
| 130 | 10.80 | 37.054333 | 66.697799 |
| 131 | 10.81 | 37.018143 | 67.002839 |
| 132 | 10.82 | 36.981953 | 67.307155 |
| 133 | 10.83 | 36.945763 | 67.610747 |
| 134 | 10.84 | 36.909573 | 67.913615 |
| 135 | 10.85 | 36.873383 | 68.215759 |
| 136 | 10.86 | 36.837193 | 68.517180 |
| 137 | 10.87 | 36.801004 | 68.817877 |
| 138 | 10.88 | 36.764814 | 69.117850 |
| 139 | 10.89 | 36.728624 | 69.417099 |
| 140 | 10.90 | 36.692434 | 69.715624 |
| 141 | 10.91 | 36.656244 | 70.013426 |
| 142 | 10.92 | 36.620054 | 70.310504 |
| 143 | 10.93 | 36.583864 | 70.606858 |
| 144 | 10.94 | 36.547674 | 70.902488 |
| 145 | 10.95 | 36.511484 | 71.197394 |
| 146 | 10.96 | 36.475294 | 71.491577 |
| 147 | 10.97 | 36.439104 | 71.785036 |
| 148 | 10.98 | 36.402915 | 72.077771 |
| 149 | 10.99 | 36.366725 | 72.369782 |
| 150 | 11.00 | 36.330535 | 72.661070 |
| 151 | 11.01 | 36.294345 | 72.951633 |
| 152 | 11.02 | 36.258155 | 73.241473 |
| 153 | 11.03 | 36.221965 | 73.530589 |
| 154 | 11.04 | 36.185775 | 73.818981 |
| 155 | 11.05 | 36.149585 | 74.106650 |
| 156 | 11.06 | 36.113395 | 74.393594 |
| 157 | 11.07 | 36.077205 | 74.679815 |
| 158 | 11.08 | 36.041016 | 74.965312 |
| 159 | 11.09 | 36.004826 | 75.250086 |
| 160 | 11.10 | 35.968636 | 75.534135 |
| 161 | 11.11 | 35.932446 | 75.817461 |
| 162 | 11.12 | 35.896256 | 76.100063 |
| 163 | 11.13 | 35.860066 | 76.381941 |
| 164 | 11.14 | 35.823876 | 76.663095 |
| 165 | 11.15 | 35.787686 | 76.943525 |
| 166 | 11.16 | 35.751496 | 77.223232 |
| 167 | 11.17 | 35.715306 | 77.502215 |
| 168 | 11.18 | 35.679116 | 77.780474 |
| 169 | 11.19 | 35.642927 | 78.058009 |
| 170 | 11.20 | 35.606737 | 78.334821 |
| 171 | 11.21 | 35.570547 | 78.610908 |
| 172 | 11.22 | 35.534357 | 78.886272 |
| 173 | 11.23 | 35.498167 | 79.160912 |
| 174 | 11.24 | 35.461977 | 79.434829 |
| 175 | 11.25 | 35.425787 | 79.708021 |
| 176 | 11.26 | 35.389597 | 79.980490 |
| 177 | 11.27 | 35.353407 | 80.252235 |
| 178 | 11.28 | 35.317217 | 80.523256 |
| 179 | 11.29 | 35.281028 | 80.793553 |
| 180 | 11.30 | 35.244838 | 81.063126 |
| 181 | 11.31 | 35.208648 | 81.331976 |
| 182 | 11.32 | 35.172458 | 81.600102 |
| 183 | 11.33 | 35.136268 | 81.867504 |
| 184 | 11.34 | 35.100078 | 82.134182 |
| 185 | 11.35 | 35.063888 | 82.400137 |
| 186 | 11.36 | 35.027698 | 82.665368 |
| 187 | 11.37 | 34.991508 | 82.929875 |
| 188 | 11.38 | 34.955318 | 83.193658 |
| 189 | 11.39 | 34.919128 | 83.456717 |
| 190 | 11.40 | 34.882939 | 83.719052 |
| 191 | 11.41 | 34.846749 | 83.980664 |
| 192 | 11.42 | 34.810559 | 84.241552 |
| 193 | 11.43 | 34.774369 | 84.501716 |
| 194 | 11.44 | 34.738179 | 84.761157 |
| 195 | 11.45 | 34.701989 | 85.019873 |
| 196 | 11.46 | 34.665799 | 85.277866 |
| 197 | 11.47 | 34.629609 | 85.535135 |
| 198 | 11.48 | 34.593419 | 85.791680 |
| 199 | 11.49 | 34.557229 | 86.047501 |
| 200 | 11.50 | 34.521039 | 86.302599 |
| 201 | 11.51 | 34.484850 | 86.556972 |
| 202 | 11.52 | 34.448660 | 86.810622 |
| 203 | 11.53 | 34.412470 | 87.063548 |
| 204 | 11.54 | 34.376280 | 87.315751 |
| 205 | 11.55 | 34.340090 | 87.567229 |
| 206 | 11.56 | 34.303900 | 87.817984 |
| 207 | 11.57 | 34.267710 | 88.068015 |
| 208 | 11.58 | 34.231520 | 88.317322 |
| 209 | 11.59 | 34.195330 | 88.565906 |
| 210 | 11.60 | 34.159140 | 88.813765 |
| 211 | 11.61 | 34.122951 | 89.060901 |
| 212 | 11.62 | 34.086761 | 89.307313 |
| 213 | 11.63 | 34.050571 | 89.553001 |
| 214 | 11.64 | 34.014381 | 89.797965 |
| 215 | 11.65 | 33.978191 | 90.042206 |
| 216 | 11.66 | 33.942001 | 90.285723 |
| 217 | 11.67 | 33.905811 | 90.528516 |
| 218 | 11.68 | 33.869621 | 90.770585 |
| 219 | 11.69 | 33.833431 | 91.011930 |
| 220 | 11.70 | 33.797241 | 91.252552 |
| 221 | 11.71 | 33.761051 | 91.492449 |
| 222 | 11.72 | 33.724862 | 91.731623 |
| 223 | 11.73 | 33.688672 | 91.970074 |
| 224 | 11.74 | 33.652482 | 92.207800 |
| 225 | 11.75 | 33.616292 | 92.444803 |
| 226 | 11.76 | 33.580102 | 92.681081 |
| 227 | 11.77 | 33.543912 | 92.916636 |
| 228 | 11.78 | 33.507722 | 93.151467 |
| 229 | 11.79 | 33.471532 | 93.385575 |
| 230 | 11.80 | 33.435342 | 93.618958 |
| 231 | 11.81 | 33.399152 | 93.851618 |
| 232 | 11.82 | 33.362962 | 94.083554 |
| 233 | 11.83 | 33.326773 | 94.314766 |
| 234 | 11.84 | 33.290583 | 94.545255 |
| 235 | 11.85 | 33.254393 | 94.775019 |
| 236 | 11.86 | 33.218203 | 95.004060 |
| 237 | 11.87 | 33.182013 | 95.232377 |
| 238 | 11.88 | 33.145823 | 95.459970 |
| 239 | 11.89 | 33.109633 | 95.686840 |
| 240 | 11.90 | 33.073443 | 95.912985 |
| 241 | 11.91 | 33.037253 | 96.138407 |
| 242 | 11.92 | 33.001063 | 96.363105 |
| 243 | 11.93 | 32.964874 | 96.587079 |
| 244 | 11.94 | 32.928684 | 96.810330 |
| 245 | 11.95 | 32.892494 | 97.032856 |
| 246 | 11.96 | 32.856304 | 97.254659 |
| 247 | 11.97 | 32.820114 | 97.475738 |
| 248 | 11.98 | 32.783924 | 97.696093 |
| 249 | 11.99 | 32.747734 | 97.915725 |
| 250 | 12.00 | 32.711544 | 98.134632 |
| 251 | 12.01 | 32.675354 | 98.352816 |
| 252 | 12.02 | 32.639164 | 98.570276 |
| 253 | 12.03 | 32.602974 | 98.787013 |
| 254 | 12.04 | 32.566785 | 99.003025 |
| 255 | 12.05 | 32.530595 | 99.218314 |
| 256 | 12.06 | 32.494405 | 99.432878 |
| 257 | 12.07 | 32.458215 | 99.646720 |
| 258 | 12.08 | 32.422025 | 99.859837 |
| 259 | 12.09 | 32.385835 | 100.072230 |
| 260 | 12.10 | 32.349645 | 100.283900 |
| 261 | 12.11 | 32.313455 | 100.494846 |
| 262 | 12.12 | 32.277265 | 100.705068 |
| 263 | 12.13 | 32.241075 | 100.914566 |
| 264 | 12.14 | 32.204885 | 101.123340 |
| 265 | 12.15 | 32.168696 | 101.331391 |
| 266 | 12.16 | 32.132506 | 101.538718 |
| 267 | 12.17 | 32.096316 | 101.745321 |
| 268 | 12.18 | 32.060126 | 101.951200 |
| 269 | 12.19 | 32.023936 | 102.156356 |
| 270 | 12.20 | 31.987746 | 102.360787 |
| 271 | 12.21 | 31.951556 | 102.564495 |
| 272 | 12.22 | 31.915366 | 102.767479 |
| 273 | 12.23 | 31.879176 | 102.969740 |
| 274 | 12.24 | 31.842986 | 103.171276 |
| 275 | 12.25 | 31.806797 | 103.372089 |
| 276 | 12.26 | 31.770607 | 103.572178 |
| 277 | 12.27 | 31.734417 | 103.771543 |
| 278 | 12.28 | 31.698227 | 103.970184 |
| 279 | 12.29 | 31.662037 | 104.168101 |
| 280 | 12.30 | 31.625847 | 104.365295 |
| 281 | 12.31 | 31.589657 | 104.561765 |
| 282 | 12.32 | 31.553467 | 104.757511 |
| 283 | 12.33 | 31.517277 | 104.952533 |
| 284 | 12.34 | 31.481087 | 105.146832 |
| 285 | 12.35 | 31.444897 | 105.340406 |
| 286 | 12.36 | 31.408708 | 105.533257 |
| 287 | 12.37 | 31.372518 | 105.725384 |
| 288 | 12.38 | 31.336328 | 105.916788 |
| 289 | 12.39 | 31.300138 | 106.107467 |
| 290 | 12.40 | 31.263948 | 106.297423 |
| 291 | 12.41 | 31.227758 | 106.486655 |
| 292 | 12.42 | 31.191568 | 106.675163 |
| 293 | 12.43 | 31.155378 | 106.862947 |
| 294 | 12.44 | 31.119188 | 107.050008 |
| 295 | 12.45 | 31.082998 | 107.236344 |
| 296 | 12.46 | 31.046808 | 107.421957 |
| 297 | 12.47 | 31.010619 | 107.606846 |
| 298 | 12.48 | 30.974429 | 107.791012 |
| 299 | 12.49 | 30.938239 | 107.974453 |
| 300 | 12.50 | 30.902049 | 108.157171 |
| 301 | 12.51 | 30.865859 | 108.339165 |
| 302 | 12.52 | 30.829669 | 108.520435 |
| 303 | 12.53 | 30.793479 | 108.700981 |
| 304 | 12.54 | 30.757289 | 108.880804 |
| 305 | 12.55 | 30.721099 | 109.059903 |
| 306 | 12.56 | 30.684909 | 109.238278 |
| 307 | 12.57 | 30.648720 | 109.415929 |
| 308 | 12.58 | 30.612530 | 109.592856 |
| 309 | 12.59 | 30.576340 | 109.769060 |
| 310 | 12.60 | 30.540150 | 109.944539 |
| 311 | 12.61 | 30.503960 | 110.119295 |
| 312 | 12.62 | 30.467770 | 110.293327 |
| 313 | 12.63 | 30.431580 | 110.466636 |
| 314 | 12.64 | 30.395390 | 110.639220 |
| 315 | 12.65 | 30.359200 | 110.811081 |
| 316 | 12.66 | 30.323010 | 110.982218 |
| 317 | 12.67 | 30.286820 | 111.152631 |
| 318 | 12.68 | 30.250631 | 111.322320 |
| 319 | 12.69 | 30.214441 | 111.491286 |
| 320 | 12.70 | 30.178251 | 111.659528 |
| 321 | 12.71 | 30.142061 | 111.827046 |
| 322 | 12.72 | 30.105871 | 111.993840 |
| 323 | 12.73 | 30.069681 | 112.159910 |
| 324 | 12.74 | 30.033491 | 112.325257 |
| 325 | 12.75 | 29.997301 | 112.489880 |
| 326 | 12.76 | 29.961111 | 112.653778 |
| 327 | 12.77 | 29.924921 | 112.816954 |
| 328 | 12.78 | 29.888731 | 112.979405 |
| 329 | 12.79 | 29.852542 | 113.141133 |
| 330 | 12.80 | 29.816352 | 113.302136 |
| 331 | 12.81 | 29.780162 | 113.462416 |
| 332 | 12.82 | 29.743972 | 113.621973 |
| 333 | 12.83 | 29.707782 | 113.780805 |
| 334 | 12.84 | 29.671592 | 113.938913 |
| 335 | 12.85 | 29.635402 | 114.096298 |
| 336 | 12.86 | 29.599212 | 114.252959 |
| 337 | 12.87 | 29.563022 | 114.408896 |
| 338 | 12.88 | 29.526832 | 114.564110 |
| 339 | 12.89 | 29.490643 | 114.718599 |
| 340 | 12.90 | 29.454453 | 114.872365 |
| 341 | 12.91 | 29.418263 | 115.025407 |
| 342 | 12.92 | 29.382073 | 115.177725 |
| 343 | 12.93 | 29.345883 | 115.329320 |
| 344 | 12.94 | 29.309693 | 115.480190 |
| 345 | 12.95 | 29.273503 | 115.630337 |
| 346 | 12.96 | 29.237313 | 115.779760 |
| 347 | 12.97 | 29.201123 | 115.928459 |
| 348 | 12.98 | 29.164933 | 116.076435 |
| 349 | 12.99 | 29.128743 | 116.223686 |
| 350 | 13.00 | 29.092554 | 116.370214 |
| 351 | 13.01 | 29.056364 | 116.516018 |
| 352 | 13.02 | 29.020174 | 116.661098 |
| 353 | 13.03 | 28.983984 | 116.805455 |
| 354 | 13.04 | 28.947794 | 116.949087 |
| 355 | 13.05 | 28.911604 | 117.091996 |
| 356 | 13.06 | 28.875414 | 117.234181 |
| 357 | 13.07 | 28.839224 | 117.375643 |
| 358 | 13.08 | 28.803034 | 117.516380 |
| 359 | 13.09 | 28.766844 | 117.656394 |
| 360 | 13.10 | 28.730654 | 117.795683 |
| 361 | 13.11 | 28.694465 | 117.934249 |
| 362 | 13.12 | 28.658275 | 118.072092 |
| 363 | 13.13 | 28.622085 | 118.209210 |
| 364 | 13.14 | 28.585895 | 118.345605 |
| 365 | 13.15 | 28.549705 | 118.481276 |
| 366 | 13.16 | 28.513515 | 118.616223 |
| 367 | 13.17 | 28.477325 | 118.750446 |
| 368 | 13.18 | 28.441135 | 118.883945 |
| 369 | 13.19 | 28.404945 | 119.016721 |
| 370 | 13.20 | 28.368755 | 119.148773 |
| 371 | 13.21 | 28.332566 | 119.280101 |
| 372 | 13.22 | 28.296376 | 119.410705 |
| 373 | 13.23 | 28.260186 | 119.540586 |
| 374 | 13.24 | 28.223996 | 119.669742 |
| 375 | 13.25 | 28.187806 | 119.798175 |
| 376 | 13.26 | 28.151616 | 119.925884 |
| 377 | 13.27 | 28.115426 | 120.052869 |
| 378 | 13.28 | 28.079236 | 120.179131 |
| 379 | 13.29 | 28.043046 | 120.304669 |
| 380 | 13.30 | 28.006856 | 120.429482 |
| 381 | 13.31 | 27.970666 | 120.553572 |
| 382 | 13.32 | 27.934477 | 120.676939 |
| 383 | 13.33 | 27.898287 | 120.799581 |
| 384 | 13.34 | 27.862097 | 120.921500 |
| 385 | 13.35 | 27.825907 | 121.042695 |
| 386 | 13.36 | 27.789717 | 121.163166 |
| 387 | 13.37 | 27.753527 | 121.282913 |
| 388 | 13.38 | 27.717337 | 121.401937 |
| 389 | 13.39 | 27.681147 | 121.520236 |
| 390 | 13.40 | 27.644957 | 121.637812 |
| 391 | 13.41 | 27.608767 | 121.754664 |
| 392 | 13.42 | 27.572577 | 121.870793 |
| 393 | 13.43 | 27.536388 | 121.986197 |
| 394 | 13.44 | 27.500198 | 122.100878 |
| 395 | 13.45 | 27.464008 | 122.214835 |
| 396 | 13.46 | 27.427818 | 122.328068 |
| 397 | 13.47 | 27.391628 | 122.440577 |
| 398 | 13.48 | 27.355438 | 122.552362 |
| 399 | 13.49 | 27.319248 | 122.663424 |
| 400 | 13.50 | 27.283058 | 122.773762 |
| 401 | 13.51 | 27.246868 | 122.883376 |
| 402 | 13.52 | 27.210678 | 122.992267 |
| 403 | 13.53 | 27.174489 | 123.100433 |
| 404 | 13.54 | 27.138299 | 123.207876 |
| 405 | 13.55 | 27.102109 | 123.314595 |
| 406 | 13.56 | 27.065919 | 123.420590 |
| 407 | 13.57 | 27.029729 | 123.525861 |
| 408 | 13.58 | 26.993539 | 123.630409 |
| 409 | 13.59 | 26.957349 | 123.734232 |
| 410 | 13.60 | 26.921159 | 123.837332 |
| 411 | 13.61 | 26.884969 | 123.939708 |
| 412 | 13.62 | 26.848779 | 124.041361 |
| 413 | 13.63 | 26.812589 | 124.142289 |
| 414 | 13.64 | 26.776400 | 124.242494 |
| 415 | 13.65 | 26.740210 | 124.341975 |
| 416 | 13.66 | 26.704020 | 124.440732 |
| 417 | 13.67 | 26.667830 | 124.538765 |
| 418 | 13.68 | 26.631640 | 124.636075 |
| 419 | 13.69 | 26.595450 | 124.732661 |
| 420 | 13.70 | 26.559260 | 124.828523 |
| 421 | 13.71 | 26.523070 | 124.923661 |
| 422 | 13.72 | 26.486880 | 125.018075 |
| 423 | 13.73 | 26.450690 | 125.111766 |
| 424 | 13.74 | 26.414500 | 125.204732 |
| 425 | 13.75 | 26.378311 | 125.296975 |
| 426 | 13.76 | 26.342121 | 125.388494 |
| 427 | 13.77 | 26.305931 | 125.479290 |
| 428 | 13.78 | 26.269741 | 125.569361 |
| 429 | 13.79 | 26.233551 | 125.658709 |
| 430 | 13.80 | 26.197361 | 125.747333 |
| 431 | 13.81 | 26.161171 | 125.835233 |
| 432 | 13.82 | 26.124981 | 125.922410 |
| 433 | 13.83 | 26.088791 | 126.008862 |
| 434 | 13.84 | 26.052601 | 126.094591 |
| 435 | 13.85 | 26.016412 | 126.179596 |
| 436 | 13.86 | 25.980222 | 126.263877 |
| 437 | 13.87 | 25.944032 | 126.347434 |
| 438 | 13.88 | 25.907842 | 126.430268 |
| 439 | 13.89 | 25.871652 | 126.512378 |
| 440 | 13.90 | 25.835462 | 126.593764 |
| 441 | 13.91 | 25.799272 | 126.674426 |
| 442 | 13.92 | 25.763082 | 126.754364 |
| 443 | 13.93 | 25.726892 | 126.833579 |
| 444 | 13.94 | 25.690702 | 126.912070 |
| 445 | 13.95 | 25.654512 | 126.989837 |
| 446 | 13.96 | 25.618323 | 127.066880 |
| 447 | 13.97 | 25.582133 | 127.143199 |
| 448 | 13.98 | 25.545943 | 127.218795 |
| 449 | 13.99 | 25.509753 | 127.293667 |
| 450 | 14.00 | 25.473563 | 127.367815 |
| 451 | 14.01 | 25.437373 | 127.441239 |
| 452 | 14.02 | 25.401183 | 127.513939 |
| 453 | 14.03 | 25.364993 | 127.585916 |
| 454 | 14.04 | 25.328803 | 127.657169 |
| 455 | 14.05 | 25.292613 | 127.727698 |
| 456 | 14.06 | 25.256423 | 127.797503 |
| 457 | 14.07 | 25.220234 | 127.866584 |
| 458 | 14.08 | 25.184044 | 127.934942 |
| 459 | 14.09 | 25.147854 | 128.002576 |
| 460 | 14.10 | 25.111664 | 128.069486 |
| 461 | 14.11 | 25.075474 | 128.135672 |
| 462 | 14.12 | 25.039284 | 128.201134 |
| 463 | 14.13 | 25.003094 | 128.265873 |
| 464 | 14.14 | 24.966904 | 128.329888 |
| 465 | 14.15 | 24.930714 | 128.393179 |
| 466 | 14.16 | 24.894524 | 128.455746 |
| 467 | 14.17 | 24.858335 | 128.517590 |
| 468 | 14.18 | 24.822145 | 128.578709 |
| 469 | 14.19 | 24.785955 | 128.639105 |
| 470 | 14.20 | 24.749765 | 128.698777 |
| 471 | 14.21 | 24.713575 | 128.757725 |
| 472 | 14.22 | 24.677385 | 128.815950 |
| 473 | 14.23 | 24.641195 | 128.873450 |
| 474 | 14.24 | 24.605005 | 128.930227 |
| 475 | 14.25 | 24.568815 | 128.986280 |
| 476 | 14.26 | 24.532625 | 129.041609 |
| 477 | 14.27 | 24.496435 | 129.096215 |
| 478 | 14.28 | 24.460246 | 129.150097 |
| 479 | 14.29 | 24.424056 | 129.203254 |
| 480 | 14.30 | 24.387866 | 129.255688 |
| 481 | 14.31 | 24.351676 | 129.307399 |
| 482 | 14.32 | 24.315486 | 129.358385 |
| 483 | 14.33 | 24.279296 | 129.408648 |
| 484 | 14.34 | 24.243106 | 129.458187 |
| 485 | 14.35 | 24.206916 | 129.507002 |
| 486 | 14.36 | 24.170726 | 129.555093 |
| 487 | 14.37 | 24.134536 | 129.602461 |
| 488 | 14.38 | 24.098347 | 129.649104 |
| 489 | 14.39 | 24.062157 | 129.695024 |
| 490 | 14.40 | 24.025967 | 129.740220 |
| 491 | 14.41 | 23.989777 | 129.784692 |
| 492 | 14.42 | 23.953587 | 129.828441 |
| 493 | 14.43 | 23.917397 | 129.871466 |
| 494 | 14.44 | 23.881207 | 129.913766 |
| 495 | 14.45 | 23.845017 | 129.955344 |
| 496 | 14.46 | 23.808827 | 129.996197 |
| 497 | 14.47 | 23.772637 | 130.036326 |
| 498 | 14.48 | 23.736447 | 130.075732 |
| 499 | 14.49 | 23.700258 | 130.114414 |
| 500 | 14.50 | 23.664068 | 130.152372 |
| 501 | 14.51 | 23.627878 | 130.189606 |
| 502 | 14.52 | 23.591688 | 130.226117 |
| 503 | 14.53 | 23.555498 | 130.261903 |
| 504 | 14.54 | 23.519308 | 130.296966 |
| 505 | 14.55 | 23.483118 | 130.331305 |
| 506 | 14.56 | 23.446928 | 130.364921 |
| 507 | 14.57 | 23.410738 | 130.397812 |
| 508 | 14.58 | 23.374548 | 130.429980 |
| 509 | 14.59 | 23.338358 | 130.461424 |
| 510 | 14.60 | 23.302169 | 130.492144 |
| 511 | 14.61 | 23.265979 | 130.522140 |
| 512 | 14.62 | 23.229789 | 130.551413 |
| 513 | 14.63 | 23.193599 | 130.579962 |
| 514 | 14.64 | 23.157409 | 130.607786 |
| 515 | 14.65 | 23.121219 | 130.634888 |
| 516 | 14.66 | 23.085029 | 130.661265 |
| 517 | 14.67 | 23.048839 | 130.686918 |
| 518 | 14.68 | 23.012649 | 130.711848 |
| 519 | 14.69 | 22.976459 | 130.736054 |
| 520 | 14.70 | 22.940270 | 130.759536 |
| 521 | 14.71 | 22.904080 | 130.782295 |
| 522 | 14.72 | 22.867890 | 130.804329 |
| 523 | 14.73 | 22.831700 | 130.825640 |
| 524 | 14.74 | 22.795510 | 130.846227 |
| 525 | 14.75 | 22.759320 | 130.866090 |
| 526 | 14.76 | 22.723130 | 130.885229 |
| 527 | 14.77 | 22.686940 | 130.903645 |
| 528 | 14.78 | 22.650750 | 130.921336 |
| 529 | 14.79 | 22.614560 | 130.938304 |
| 530 | 14.80 | 22.578370 | 130.954549 |
| 531 | 14.81 | 22.542181 | 130.970069 |
| 532 | 14.82 | 22.505991 | 130.984865 |
| 533 | 14.83 | 22.469801 | 130.998938 |
| 534 | 14.84 | 22.433611 | 131.012287 |
| 535 | 14.85 | 22.397421 | 131.024912 |
| 536 | 14.86 | 22.361231 | 131.036814 |
| 537 | 14.87 | 22.325041 | 131.047991 |
| 538 | 14.88 | 22.288851 | 131.058445 |
| 539 | 14.89 | 22.252661 | 131.068175 |
| 540 | 14.90 | 22.216471 | 131.077181 |
| 541 | 14.91 | 22.180281 | 131.085464 |
| 542 | 14.92 | 22.144092 | 131.093022 |
| 543 | 14.93 | 22.107902 | 131.099857 |
| 544 | 14.94 | 22.071712 | 131.105968 |
| 545 | 14.95 | 22.035522 | 131.111355 |
| 546 | 14.96 | 21.999332 | 131.116018 |
| 547 | 14.97 | 21.963142 | 131.119958 |
| 548 | 14.98 | 21.926952 | 131.123174 |
| 549 | 14.99 | 21.890762 | 131.125666 |
| 550 | 15.00 | 21.854572 | 131.127434 |
| 551 | 15.01 | 21.818382 | 131.128478 |
| 552 | 15.02 | 21.782193 | 131.128799 |
| 553 | 15.03 | 21.746003 | 131.128396 |
| 554 | 15.04 | 21.709813 | 131.127269 |
| 555 | 15.05 | 21.673623 | 131.125418 |
| 556 | 15.06 | 21.637433 | 131.122843 |
| 557 | 15.07 | 21.601243 | 131.119545 |
| 558 | 15.08 | 21.565053 | 131.115523 |
| 559 | 15.09 | 21.528863 | 131.110777 |
| 560 | 15.10 | 21.492673 | 131.105307 |
| 561 | 15.11 | 21.456483 | 131.099113 |
| 562 | 15.12 | 21.420293 | 131.092196 |
| 563 | 15.13 | 21.384104 | 131.084555 |
| 564 | 15.14 | 21.347914 | 131.076190 |
| 565 | 15.15 | 21.311724 | 131.067101 |
| 566 | 15.16 | 21.275534 | 131.057288 |
| 567 | 15.17 | 21.239344 | 131.046752 |
| 568 | 15.18 | 21.203154 | 131.035492 |
| 569 | 15.19 | 21.166964 | 131.023508 |
| 570 | 15.20 | 21.130774 | 131.010800 |
| 571 | 15.21 | 21.094584 | 130.997368 |
| 572 | 15.22 | 21.058394 | 130.983213 |
| 573 | 15.23 | 21.022204 | 130.968334 |
| 574 | 15.24 | 20.986015 | 130.952731 |
| 575 | 15.25 | 20.949825 | 130.936404 |
| 576 | 15.26 | 20.913635 | 130.919354 |
| 577 | 15.27 | 20.877445 | 130.901579 |
| 578 | 15.28 | 20.841255 | 130.883081 |
| 579 | 15.29 | 20.805065 | 130.863859 |
| 580 | 15.30 | 20.768875 | 130.843913 |
| 581 | 15.31 | 20.732685 | 130.823244 |
| 582 | 15.32 | 20.696495 | 130.801850 |
| 583 | 15.33 | 20.660305 | 130.779733 |
| 584 | 15.34 | 20.624116 | 130.756892 |
| 585 | 15.35 | 20.587926 | 130.733328 |
| 586 | 15.36 | 20.551736 | 130.709039 |
| 587 | 15.37 | 20.515546 | 130.684027 |
| 588 | 15.38 | 20.479356 | 130.658291 |
| 589 | 15.39 | 20.443166 | 130.631831 |
| 590 | 15.40 | 20.406976 | 130.604647 |
| 591 | 15.41 | 20.370786 | 130.576739 |
| 592 | 15.42 | 20.334596 | 130.548108 |
| 593 | 15.43 | 20.298406 | 130.518753 |
| 594 | 15.44 | 20.262216 | 130.488674 |
| 595 | 15.45 | 20.226027 | 130.457871 |
| 596 | 15.46 | 20.189837 | 130.426345 |
| 597 | 15.47 | 20.153647 | 130.394094 |
| 598 | 15.48 | 20.117457 | 130.361120 |
| 599 | 15.49 | 20.081267 | 130.327422 |
| 600 | 15.50 | 20.045077 | 130.293001 |
| 601 | 15.51 | 20.008887 | 130.257855 |
| 602 | 15.52 | 19.972697 | 130.221986 |
| 603 | 15.53 | 19.936507 | 130.185393 |
| 604 | 15.54 | 19.900317 | 130.148076 |
| 605 | 15.55 | 19.864127 | 130.110035 |
| 606 | 15.56 | 19.827938 | 130.071270 |
| 607 | 15.57 | 19.791748 | 130.031782 |
| 608 | 15.58 | 19.755558 | 129.991570 |
| 609 | 15.59 | 19.719368 | 129.950634 |
| 610 | 15.60 | 19.683178 | 129.908974 |
| 611 | 15.61 | 19.646988 | 129.866591 |
| 612 | 15.62 | 19.610798 | 129.823484 |
| 613 | 15.63 | 19.574608 | 129.779653 |
| 614 | 15.64 | 19.538418 | 129.735098 |
| 615 | 15.65 | 19.502228 | 129.689819 |
| 616 | 15.66 | 19.466039 | 129.643816 |
| 617 | 15.67 | 19.429849 | 129.597090 |
| 618 | 15.68 | 19.393659 | 129.549640 |
| 619 | 15.69 | 19.357469 | 129.501466 |
| 620 | 15.70 | 19.321279 | 129.452569 |
| 621 | 15.71 | 19.285089 | 129.402947 |
| 622 | 15.72 | 19.248899 | 129.352602 |
| 623 | 15.73 | 19.212709 | 129.301533 |
| 624 | 15.74 | 19.176519 | 129.249740 |
| 625 | 15.75 | 19.140329 | 129.197223 |
| 626 | 15.76 | 19.104139 | 129.143983 |
| 627 | 15.77 | 19.067950 | 129.090018 |
| 628 | 15.78 | 19.031760 | 129.035330 |
| 629 | 15.79 | 18.995570 | 128.979918 |
| 630 | 15.80 | 18.959380 | 128.923783 |
| 631 | 15.81 | 18.923190 | 128.866923 |
| 632 | 15.82 | 18.887000 | 128.809340 |
| 633 | 15.83 | 18.850810 | 128.751033 |
| 634 | 15.84 | 18.814620 | 128.692002 |
| 635 | 15.85 | 18.778430 | 128.632248 |
| 636 | 15.86 | 18.742240 | 128.571769 |
| 637 | 15.87 | 18.706050 | 128.510567 |
| 638 | 15.88 | 18.669861 | 128.448641 |
| 639 | 15.89 | 18.633671 | 128.385991 |
| 640 | 15.90 | 18.597481 | 128.322617 |
| 641 | 15.91 | 18.561291 | 128.258520 |
| 642 | 15.92 | 18.525101 | 128.193699 |
| 643 | 15.93 | 18.488911 | 128.128154 |
| 644 | 15.94 | 18.452721 | 128.061885 |
| 645 | 15.95 | 18.416531 | 127.994892 |
| 646 | 15.96 | 18.380341 | 127.927176 |
| 647 | 15.97 | 18.344151 | 127.858735 |
| 648 | 15.98 | 18.307962 | 127.789571 |
| 649 | 15.99 | 18.271772 | 127.719684 |
| 650 | 16.00 | 18.235582 | 127.649072 |
| 651 | 16.01 | 18.199392 | 127.577736 |
| 652 | 16.02 | 18.163202 | 127.505677 |
| 653 | 16.03 | 18.127012 | 127.432894 |
| 654 | 16.04 | 18.090822 | 127.359387 |
| 655 | 16.05 | 18.054632 | 127.285157 |
| 656 | 16.06 | 18.018442 | 127.210202 |
| 657 | 16.07 | 17.982252 | 127.134524 |
| 658 | 16.08 | 17.946062 | 127.058122 |
| 659 | 16.09 | 17.909873 | 126.980996 |
| 660 | 16.10 | 17.873683 | 126.903147 |
| 661 | 16.11 | 17.837493 | 126.824573 |
| 662 | 16.12 | 17.801303 | 126.745276 |
| 663 | 16.13 | 17.765113 | 126.665255 |
| 664 | 16.14 | 17.728923 | 126.584510 |
| 665 | 16.15 | 17.692733 | 126.503042 |
| 666 | 16.16 | 17.656543 | 126.420849 |
| 667 | 16.17 | 17.620353 | 126.337933 |
| 668 | 16.18 | 17.584163 | 126.254293 |
| 669 | 16.19 | 17.547973 | 126.169929 |
| 670 | 16.20 | 17.511784 | 126.084842 |
| 671 | 16.21 | 17.475594 | 125.999030 |
| 672 | 16.22 | 17.439404 | 125.912495 |
| 673 | 16.23 | 17.403214 | 125.825236 |
| 674 | 16.24 | 17.367024 | 125.737253 |
| 675 | 16.25 | 17.330834 | 125.648547 |
| 676 | 16.26 | 17.294644 | 125.559116 |
| 677 | 16.27 | 17.258454 | 125.468962 |
| 678 | 16.28 | 17.222264 | 125.378084 |
| 679 | 16.29 | 17.186074 | 125.286483 |
| 680 | 16.30 | 17.149885 | 125.194157 |
| 681 | 16.31 | 17.113695 | 125.101108 |
| 682 | 16.32 | 17.077505 | 125.007334 |
| 683 | 16.33 | 17.041315 | 124.912837 |
| 684 | 16.34 | 17.005125 | 124.817617 |
| 685 | 16.35 | 16.968935 | 124.721672 |
| 686 | 16.36 | 16.932745 | 124.625004 |
| 687 | 16.37 | 16.896555 | 124.527612 |
| 688 | 16.38 | 16.860365 | 124.429496 |
| 689 | 16.39 | 16.824175 | 124.330656 |
| 690 | 16.40 | 16.787985 | 124.231092 |
| 691 | 16.41 | 16.751796 | 124.130805 |
| 692 | 16.42 | 16.715606 | 124.029794 |
| 693 | 16.43 | 16.679416 | 123.928059 |
| 694 | 16.44 | 16.643226 | 123.825600 |
| 695 | 16.45 | 16.607036 | 123.722418 |
| 696 | 16.46 | 16.570846 | 123.618511 |
| 697 | 16.47 | 16.534656 | 123.513881 |
| 698 | 16.48 | 16.498466 | 123.408527 |
| 699 | 16.49 | 16.462276 | 123.302450 |
| 700 | 16.50 | 16.426086 | 123.195648 |
| 701 | 16.51 | 16.389896 | 123.088123 |
| 702 | 16.52 | 16.353707 | 122.979874 |
| 703 | 16.53 | 16.317517 | 122.870901 |
| 704 | 16.54 | 16.281327 | 122.761204 |
| 705 | 16.55 | 16.245137 | 122.650783 |
| 706 | 16.56 | 16.208947 | 122.539639 |
| 707 | 16.57 | 16.172757 | 122.427771 |
| 708 | 16.58 | 16.136567 | 122.315179 |
| 709 | 16.59 | 16.100377 | 122.201863 |
| 710 | 16.60 | 16.064187 | 122.087824 |
| 711 | 16.61 | 16.027997 | 121.973060 |
| 712 | 16.62 | 15.991808 | 121.857573 |
| 713 | 16.63 | 15.955618 | 121.741362 |
| 714 | 16.64 | 15.919428 | 121.624428 |
| 715 | 16.65 | 15.883238 | 121.506769 |
| 716 | 16.66 | 15.847048 | 121.388387 |
| 717 | 16.67 | 15.810858 | 121.269281 |
| 718 | 16.68 | 15.774668 | 121.149451 |
| 719 | 16.69 | 15.738478 | 121.028897 |
| 720 | 16.70 | 15.702288 | 120.907620 |
| 721 | 16.71 | 15.666098 | 120.785618 |
| 722 | 16.72 | 15.629908 | 120.662893 |
| 723 | 16.73 | 15.593719 | 120.539444 |
| 724 | 16.74 | 15.557529 | 120.415272 |
| 725 | 16.75 | 15.521339 | 120.290375 |
| 726 | 16.76 | 15.485149 | 120.164755 |
| 727 | 16.77 | 15.448959 | 120.038411 |
| 728 | 16.78 | 15.412769 | 119.911343 |
| 729 | 16.79 | 15.376579 | 119.783551 |
| 730 | 16.80 | 15.340389 | 119.655036 |
| 731 | 16.81 | 15.304199 | 119.525797 |
| 732 | 16.82 | 15.268009 | 119.395833 |
| 733 | 16.83 | 15.231819 | 119.265147 |
| 734 | 16.84 | 15.195630 | 119.133736 |
| 735 | 16.85 | 15.159440 | 119.001601 |
| 736 | 16.86 | 15.123250 | 118.868743 |
| 737 | 16.87 | 15.087060 | 118.735161 |
| 738 | 16.88 | 15.050870 | 118.600855 |
| 739 | 16.89 | 15.014680 | 118.465826 |
| 740 | 16.90 | 14.978490 | 118.330072 |
| 741 | 16.91 | 14.942300 | 118.193595 |
| 742 | 16.92 | 14.906110 | 118.056394 |
| 743 | 16.93 | 14.869920 | 117.918469 |
| 744 | 16.94 | 14.833731 | 117.779820 |
| 745 | 16.95 | 14.797541 | 117.640448 |
| 746 | 16.96 | 14.761351 | 117.500352 |
| 747 | 16.97 | 14.725161 | 117.359532 |
| 748 | 16.98 | 14.688971 | 117.217988 |
| 749 | 16.99 | 14.652781 | 117.075720 |
| 750 | 17.00 | 14.616591 | 116.932729 |
| 751 | 17.01 | 14.580401 | 116.789013 |
| 752 | 17.02 | 14.544211 | 116.644574 |
| 753 | 17.03 | 14.508021 | 116.499412 |
| 754 | 17.04 | 14.471831 | 116.353525 |
| 755 | 17.05 | 14.435642 | 116.206915 |
| 756 | 17.06 | 14.399452 | 116.059580 |
| 757 | 17.07 | 14.363262 | 115.911522 |
| 758 | 17.08 | 14.327072 | 115.762740 |
| 759 | 17.09 | 14.290882 | 115.613235 |
| 760 | 17.10 | 14.254692 | 115.463005 |
| 761 | 17.11 | 14.218502 | 115.312052 |
| 762 | 17.12 | 14.182312 | 115.160375 |
| 763 | 17.13 | 14.146122 | 115.007974 |
| 764 | 17.14 | 14.109932 | 114.854850 |
| 765 | 17.15 | 14.073742 | 114.701001 |
| 766 | 17.16 | 14.037553 | 114.546429 |
| 767 | 17.17 | 14.001363 | 114.391133 |
| 768 | 17.18 | 13.965173 | 114.235113 |
| 769 | 17.19 | 13.928983 | 114.078370 |
| 770 | 17.20 | 13.892793 | 113.920902 |
| 771 | 17.21 | 13.856603 | 113.762711 |
| 772 | 17.22 | 13.820413 | 113.603796 |
| 773 | 17.23 | 13.784223 | 113.444157 |
| 774 | 17.24 | 13.748033 | 113.283795 |
| 775 | 17.25 | 13.711843 | 113.122708 |
| 776 | 17.26 | 13.675654 | 112.960898 |
| 777 | 17.27 | 13.639464 | 112.798364 |
| 778 | 17.28 | 13.603274 | 112.635106 |
| 779 | 17.29 | 13.567084 | 112.471125 |
| 780 | 17.30 | 13.530894 | 112.306419 |
| 781 | 17.31 | 13.494704 | 112.140990 |
| 782 | 17.32 | 13.458514 | 111.974837 |
| 783 | 17.33 | 13.422324 | 111.807960 |
| 784 | 17.34 | 13.386134 | 111.640360 |
| 785 | 17.35 | 13.349944 | 111.472036 |
| 786 | 17.36 | 13.313754 | 111.302987 |
| 787 | 17.37 | 13.277565 | 111.133215 |
| 788 | 17.38 | 13.241375 | 110.962720 |
| 789 | 17.39 | 13.205185 | 110.791500 |
| 790 | 17.40 | 13.168995 | 110.619557 |
| 791 | 17.41 | 13.132805 | 110.446890 |
| 792 | 17.42 | 13.096615 | 110.273499 |
| 793 | 17.43 | 13.060425 | 110.099384 |
| 794 | 17.44 | 13.024235 | 109.924545 |
| 795 | 17.45 | 12.988045 | 109.748983 |
| 796 | 17.46 | 12.951855 | 109.572697 |
| 797 | 17.47 | 12.915665 | 109.395687 |
| 798 | 17.48 | 12.879476 | 109.217953 |
| 799 | 17.49 | 12.843286 | 109.039495 |
| 800 | 17.50 | 12.807096 | 108.860314 |
| 801 | 17.51 | 12.770906 | 108.680409 |
| 802 | 17.52 | 12.734716 | 108.499780 |
| 803 | 17.53 | 12.698526 | 108.318427 |
| 804 | 17.54 | 12.662336 | 108.136351 |
| 805 | 17.55 | 12.626146 | 107.953550 |
| 806 | 17.56 | 12.589956 | 107.770026 |
| 807 | 17.57 | 12.553766 | 107.585778 |
| 808 | 17.58 | 12.517577 | 107.400807 |
| 809 | 17.59 | 12.481387 | 107.215111 |
| 810 | 17.60 | 12.445197 | 107.028692 |
| 811 | 17.61 | 12.409007 | 106.841549 |
| 812 | 17.62 | 12.372817 | 106.653682 |
| 813 | 17.63 | 12.336627 | 106.465091 |
| 814 | 17.64 | 12.300437 | 106.275776 |
| 815 | 17.65 | 12.264247 | 106.085738 |
| 816 | 17.66 | 12.228057 | 105.894976 |
| 817 | 17.67 | 12.191867 | 105.703490 |
| 818 | 17.68 | 12.155677 | 105.511280 |
| 819 | 17.69 | 12.119488 | 105.318347 |
| 820 | 17.70 | 12.083298 | 105.124690 |
| 821 | 17.71 | 12.047108 | 104.930309 |
| 822 | 17.72 | 12.010918 | 104.735204 |
| 823 | 17.73 | 11.974728 | 104.539375 |
| 824 | 17.74 | 11.938538 | 104.342822 |
| 825 | 17.75 | 11.902348 | 104.145546 |
| 826 | 17.76 | 11.866158 | 103.947546 |
| 827 | 17.77 | 11.829968 | 103.748822 |
| 828 | 17.78 | 11.793778 | 103.549374 |
| 829 | 17.79 | 11.757589 | 103.349203 |
| 830 | 17.80 | 11.721399 | 103.148308 |
| 831 | 17.81 | 11.685209 | 102.946689 |
| 832 | 17.82 | 11.649019 | 102.744346 |
| 833 | 17.83 | 11.612829 | 102.541279 |
| 834 | 17.84 | 11.576639 | 102.337489 |
| 835 | 17.85 | 11.540449 | 102.132974 |
| 836 | 17.86 | 11.504259 | 101.927736 |
| 837 | 17.87 | 11.468069 | 101.721774 |
| 838 | 17.88 | 11.431879 | 101.515089 |
| 839 | 17.89 | 11.395689 | 101.307679 |
| 840 | 17.90 | 11.359500 | 101.099546 |
| 841 | 17.91 | 11.323310 | 100.890689 |
| 842 | 17.92 | 11.287120 | 100.681108 |
| 843 | 17.93 | 11.250930 | 100.470803 |
| 844 | 17.94 | 11.214740 | 100.259775 |
| 845 | 17.95 | 11.178550 | 100.048023 |
| 846 | 17.96 | 11.142360 | 99.835546 |
| 847 | 17.97 | 11.106170 | 99.622347 |
| 848 | 17.98 | 11.069980 | 99.408423 |
| 849 | 17.99 | 11.033790 | 99.193776 |
| 850 | 18.00 | 10.997600 | 98.978404 |
| 851 | 18.01 | 10.961411 | 98.762309 |
| 852 | 18.02 | 10.925221 | 98.545490 |
| 853 | 18.03 | 10.889031 | 98.327948 |
| 854 | 18.04 | 10.852841 | 98.109681 |
| 855 | 18.05 | 10.816651 | 97.890691 |
| 856 | 18.06 | 10.780461 | 97.670977 |
| 857 | 18.07 | 10.744271 | 97.450539 |
| 858 | 18.08 | 10.708081 | 97.229378 |
| 859 | 18.09 | 10.671891 | 97.007492 |
| 860 | 18.10 | 10.635701 | 96.784883 |
| 861 | 18.11 | 10.599512 | 96.561550 |
| 862 | 18.12 | 10.563322 | 96.337493 |
| 863 | 18.13 | 10.527132 | 96.112712 |
| 864 | 18.14 | 10.490942 | 95.887208 |
| 865 | 18.15 | 10.454752 | 95.660980 |
| 866 | 18.16 | 10.418562 | 95.434028 |
| 867 | 18.17 | 10.382372 | 95.206352 |
| 868 | 18.18 | 10.346182 | 94.977952 |
| 869 | 18.19 | 10.309992 | 94.748829 |
| 870 | 18.20 | 10.273802 | 94.518982 |
| 871 | 18.21 | 10.237612 | 94.288411 |
| 872 | 18.22 | 10.201423 | 94.057116 |
| 873 | 18.23 | 10.165233 | 93.825097 |
| 874 | 18.24 | 10.129043 | 93.592355 |
| 875 | 18.25 | 10.092853 | 93.358889 |
| 876 | 18.26 | 10.056663 | 93.124699 |
| 877 | 18.27 | 10.020473 | 92.889785 |
| 878 | 18.28 | 9.984283 | 92.654147 |
| 879 | 18.29 | 9.948093 | 92.417786 |
| 880 | 18.30 | 9.911903 | 92.180701 |
| 881 | 18.31 | 9.875713 | 91.942892 |
| 882 | 18.32 | 9.839523 | 91.704359 |
| 883 | 18.33 | 9.803334 | 91.465102 |
| 884 | 18.34 | 9.767144 | 91.225122 |
| 885 | 18.35 | 9.730954 | 90.984418 |
| 886 | 18.36 | 9.694764 | 90.742990 |
| 887 | 18.37 | 9.658574 | 90.500838 |
| 888 | 18.38 | 9.622384 | 90.257962 |
| 889 | 18.39 | 9.586194 | 90.014363 |
| 890 | 18.40 | 9.550004 | 89.770040 |
| 891 | 18.41 | 9.513814 | 89.524993 |
| 892 | 18.42 | 9.477624 | 89.279222 |
| 893 | 18.43 | 9.441435 | 89.032727 |
| 894 | 18.44 | 9.405245 | 88.785509 |
| 895 | 18.45 | 9.369055 | 88.537567 |
| 896 | 18.46 | 9.332865 | 88.288901 |
| 897 | 18.47 | 9.296675 | 88.039511 |
| 898 | 18.48 | 9.260485 | 87.789398 |
| 899 | 18.49 | 9.224295 | 87.538560 |
| 900 | 18.50 | 9.188105 | 87.286999 |
| 901 | 18.51 | 9.151915 | 87.034714 |
| 902 | 18.52 | 9.115725 | 86.781705 |
| 903 | 18.53 | 9.079535 | 86.527973 |
| 904 | 18.54 | 9.043346 | 86.273516 |
| 905 | 18.55 | 9.007156 | 86.018336 |
| 906 | 18.56 | 8.970966 | 85.762432 |
| 907 | 18.57 | 8.934776 | 85.505805 |
| 908 | 18.58 | 8.898586 | 85.248453 |
| 909 | 18.59 | 8.862396 | 84.990378 |
| 910 | 18.60 | 8.826206 | 84.731579 |
| 911 | 18.61 | 8.790016 | 84.472056 |
| 912 | 18.62 | 8.753826 | 84.211809 |
| 913 | 18.63 | 8.717636 | 83.950838 |
| 914 | 18.64 | 8.681446 | 83.689144 |
| 915 | 18.65 | 8.645257 | 83.426726 |
| 916 | 18.66 | 8.609067 | 83.163584 |
| 917 | 18.67 | 8.572877 | 82.899718 |
| 918 | 18.68 | 8.536687 | 82.635129 |
| 919 | 18.69 | 8.500497 | 82.369815 |
| 920 | 18.70 | 8.464307 | 82.103778 |
| 921 | 18.71 | 8.428117 | 81.837017 |
| 922 | 18.72 | 8.391927 | 81.569533 |
| 923 | 18.73 | 8.355737 | 81.301324 |
| 924 | 18.74 | 8.319547 | 81.032392 |
| 925 | 18.75 | 8.283358 | 80.762736 |
| 926 | 18.76 | 8.247168 | 80.492356 |
| 927 | 18.77 | 8.210978 | 80.221252 |
| 928 | 18.78 | 8.174788 | 79.949425 |
| 929 | 18.79 | 8.138598 | 79.676873 |
| 930 | 18.80 | 8.102408 | 79.403598 |
| 931 | 18.81 | 8.066218 | 79.129599 |
| 932 | 18.82 | 8.030028 | 78.854877 |
| 933 | 18.83 | 7.993838 | 78.579430 |
| 934 | 18.84 | 7.957648 | 78.303260 |
| 935 | 18.85 | 7.921458 | 78.026366 |
| 936 | 18.86 | 7.885269 | 77.748748 |
| 937 | 18.87 | 7.849079 | 77.470406 |
| 938 | 18.88 | 7.812889 | 77.191341 |
| 939 | 18.89 | 7.776699 | 76.911551 |
| 940 | 18.90 | 7.740509 | 76.631038 |
| 941 | 18.91 | 7.704319 | 76.349801 |
| 942 | 18.92 | 7.668129 | 76.067841 |
| 943 | 18.93 | 7.631939 | 75.785156 |
| 944 | 18.94 | 7.595749 | 75.501748 |
| 945 | 18.95 | 7.559559 | 75.217616 |
| 946 | 18.96 | 7.523369 | 74.932760 |
| 947 | 18.97 | 7.487180 | 74.647180 |
| 948 | 18.98 | 7.450990 | 74.360877 |
| 949 | 18.99 | 7.414800 | 74.073850 |
| 950 | 19.00 | 7.378610 | 73.786099 |
| 951 | 19.01 | 7.342420 | 73.497624 |
| 952 | 19.02 | 7.306230 | 73.208425 |
| 953 | 19.03 | 7.270040 | 72.918503 |
| 954 | 19.04 | 7.233850 | 72.627856 |
| 955 | 19.05 | 7.197660 | 72.336486 |
| 956 | 19.06 | 7.161470 | 72.044392 |
| 957 | 19.07 | 7.125281 | 71.751575 |
| 958 | 19.08 | 7.089091 | 71.458033 |
| 959 | 19.09 | 7.052901 | 71.163768 |
| 960 | 19.10 | 7.016711 | 70.868779 |
| 961 | 19.11 | 6.980521 | 70.573066 |
| 962 | 19.12 | 6.944331 | 70.276630 |
| 963 | 19.13 | 6.908141 | 69.979469 |
| 964 | 19.14 | 6.871951 | 69.681585 |
| 965 | 19.15 | 6.835761 | 69.382977 |
| 966 | 19.16 | 6.799571 | 69.083645 |
| 967 | 19.17 | 6.763381 | 68.783589 |
| 968 | 19.18 | 6.727192 | 68.482810 |
| 969 | 19.19 | 6.691002 | 68.181307 |
| 970 | 19.20 | 6.654812 | 67.879080 |
| 971 | 19.21 | 6.618622 | 67.576129 |
| 972 | 19.22 | 6.582432 | 67.272454 |
| 973 | 19.23 | 6.546242 | 66.968056 |
| 974 | 19.24 | 6.510052 | 66.662934 |
| 975 | 19.25 | 6.473862 | 66.357088 |
| 976 | 19.26 | 6.437672 | 66.050518 |
| 977 | 19.27 | 6.401482 | 65.743224 |
| 978 | 19.28 | 6.365292 | 65.435207 |
| 979 | 19.29 | 6.329103 | 65.126466 |
| 980 | 19.30 | 6.292913 | 64.817001 |
| 981 | 19.31 | 6.256723 | 64.506812 |
| 982 | 19.32 | 6.220533 | 64.195899 |
| 983 | 19.33 | 6.184343 | 63.884263 |
| 984 | 19.34 | 6.148153 | 63.571903 |
| 985 | 19.35 | 6.111963 | 63.258819 |
| 986 | 19.36 | 6.075773 | 62.945011 |
| 987 | 19.37 | 6.039583 | 62.630479 |
| 988 | 19.38 | 6.003393 | 62.315224 |
| 989 | 19.39 | 5.967204 | 61.999245 |
| 990 | 19.40 | 5.931014 | 61.682542 |
| 991 | 19.41 | 5.894824 | 61.365115 |
| 992 | 19.42 | 5.858634 | 61.046964 |
| 993 | 19.43 | 5.822444 | 60.728090 |
| 994 | 19.44 | 5.786254 | 60.408492 |
| 995 | 19.45 | 5.750064 | 60.088170 |
| 996 | 19.46 | 5.713874 | 59.767124 |
| 997 | 19.47 | 5.677684 | 59.445354 |
| 998 | 19.48 | 5.641494 | 59.122861 |
| 999 | 19.49 | 5.605304 | 58.799644 |
| 1000 | 19.50 | 5.569115 | 58.475703 |
| 1001 | 19.51 | 5.532925 | 58.151038 |
| 1002 | 19.52 | 5.496735 | 57.825649 |
| 1003 | 19.53 | 5.460545 | 57.499537 |
| 1004 | 19.54 | 5.424355 | 57.172701 |
| 1005 | 19.55 | 5.388165 | 56.845141 |
| 1006 | 19.56 | 5.351975 | 56.516857 |
| 1007 | 19.57 | 5.315785 | 56.187850 |
| 1008 | 19.58 | 5.279595 | 55.858118 |
| 1009 | 19.59 | 5.243405 | 55.527663 |
| 1010 | 19.60 | 5.207215 | 55.196484 |
| 1011 | 19.61 | 5.171026 | 54.864581 |
| 1012 | 19.62 | 5.134836 | 54.531955 |
| 1013 | 19.63 | 5.098646 | 54.198605 |
| 1014 | 19.64 | 5.062456 | 53.864530 |
| 1015 | 19.65 | 5.026266 | 53.529732 |
| 1016 | 19.66 | 4.990076 | 53.194211 |
| 1017 | 19.67 | 4.953886 | 52.857965 |
| 1018 | 19.68 | 4.917696 | 52.520996 |
| 1019 | 19.69 | 4.881506 | 52.183303 |
| 1020 | 19.70 | 4.845316 | 51.844886 |
| 1021 | 19.71 | 4.809127 | 51.505745 |
| 1022 | 19.72 | 4.772937 | 51.165881 |
| 1023 | 19.73 | 4.736747 | 50.825292 |
| 1024 | 19.74 | 4.700557 | 50.483980 |
| 1025 | 19.75 | 4.664367 | 50.141944 |
| 1026 | 19.76 | 4.628177 | 49.799184 |
| 1027 | 19.77 | 4.591987 | 49.455701 |
| 1028 | 19.78 | 4.555797 | 49.111494 |
| 1029 | 19.79 | 4.519607 | 48.766562 |
| 1030 | 19.80 | 4.483417 | 48.420908 |
| 1031 | 19.81 | 4.447227 | 48.074529 |
| 1032 | 19.82 | 4.411038 | 47.727426 |
| 1033 | 19.83 | 4.374848 | 47.379600 |
| 1034 | 19.84 | 4.338658 | 47.031050 |
| 1035 | 19.85 | 4.302468 | 46.681776 |
| 1036 | 19.86 | 4.266278 | 46.331778 |
| 1037 | 19.87 | 4.230088 | 45.981057 |
| 1038 | 19.88 | 4.193898 | 45.629611 |
| 1039 | 19.89 | 4.157708 | 45.277442 |
| 1040 | 19.90 | 4.121518 | 44.924550 |
| 1041 | 19.91 | 4.085328 | 44.570933 |
| 1042 | 19.92 | 4.049138 | 44.216592 |
| 1043 | 19.93 | 4.012949 | 43.861528 |
| 1044 | 19.94 | 3.976759 | 43.505740 |
| 1045 | 19.95 | 3.940569 | 43.149228 |
| 1046 | 19.96 | 3.904379 | 42.791992 |
| 1047 | 19.97 | 3.868189 | 42.434033 |
| 1048 | 19.98 | 3.831999 | 42.075350 |
| 1049 | 19.99 | 3.795809 | 41.715943 |
plt.plot(test['PRICE'],test['QUANTITY'])
plt.plot(test['PRICE'],test['PROFIT'])
plt.show()
[<matplotlib.lines.Line2D at 0x7fa279abecd0>]
[<matplotlib.lines.Line2D at 0x7fa2c11b5950>]
Let's find the exact price at which maximum profit is gained:
ind = np.where(test['PROFIT'] == test['PROFIT'].max())[0][0]
test.loc[[ind]]
| PRICE | QUANTITY | PROFIT | |
|---|---|---|---|
| 552 | 15.02 | 21.782193 | 131.128799 |
def find_optimal_price(data, model, buying_price):
start_price = data.PRICE.min() - 1
end_price = data.PRICE.min() + 10
test = pd.DataFrame(columns = ["PRICE", "QUANTITY"])
test['PRICE'] = np.arange(start_price, end_price,0.01)
test['QUANTITY'] = model.predict(test['PRICE'])
test['PROFIT'] = (test["PRICE"] - buying_price) * test["QUANTITY"]
plt.plot(test['PRICE'],test['QUANTITY'])
plt.plot(test['PRICE'],test['PROFIT'])
plt.show()
ind = np.where(test['PROFIT'] == test['PROFIT'].max())[0][0]
values_at_max_profit = test.iloc[[ind]]
return values_at_max_profit
optimal_price = {}
buying_price = 9
optimal_price['burger_1070'] = find_optimal_price(burger_1070, model_burger_1070, buying_price)
optimal_price
{'burger_1070': PRICE QUANTITY PROFIT
422 17.22 71.259194 585.750572}
optimal_price['burger_2051'] = find_optimal_price(burger2051_data, model_burger_2051, buying_price)
optimal_price['burger_2052'] = find_optimal_price(burger2052_data, model_burger_2052, buying_price)
optimal_price['burger_2053'] = find_optimal_price(burger2053_data, model_burger_2053, buying_price)
optimal_price['coke_2051'] = find_optimal_price(coke_data_2051, model_coke_2051, buying_price)
optimal_price['coke_2053'] = find_optimal_price(coke_data_2053, model_coke_2053, buying_price)
optimal_price['lemonade_2052'] = find_optimal_price(lemonade_data_2052, model_lemonade_2052, buying_price)
optimal_price['coffee_2053'] = find_optimal_price(coffee_data_2053, model_coffee_2053, buying_price)
optimal_price
{'burger_1070': PRICE QUANTITY PROFIT
422 17.22 71.259194 585.750572,
'burger_2051': PRICE QUANTITY PROFIT
505 15.02 21.782193 131.128799,
'burger_2052': PRICE QUANTITY PROFIT
522 14.34 15.259215 81.484211,
'burger_2053': PRICE QUANTITY PROFIT
512 14.57 34.329951 191.217825,
'coke_2051': PRICE QUANTITY PROFIT
505 15.02 21.782193 131.128799,
'coke_2053': PRICE QUANTITY PROFIT
512 14.57 34.329951 191.217825,
'lemonade_2052': PRICE QUANTITY PROFIT
522 14.34 15.259215 81.484211,
'coffee_2053': PRICE QUANTITY PROFIT
512 14.57 34.329951 191.217825}
coke_data_2051.PRICE.describe()
count 416.000000 mean 12.301562 std 0.730620 min 10.970000 25% 11.530000 50% 12.350000 75% 12.870000 max 13.270000 Name: PRICE, dtype: float64
This is the price the cafe should set on it's item to earn maximum profit based on it's previous sales data. It is important to note that this is on a normal day. On 'other' days such as a holiday, or an event taking place have a different impact on customer buying behaviours and pattern. Usually an increase in consumption is seen on such days. These must be treated separately. Similarly, it is important to remove any external effects other than price that will affect the purchase behaviours of customers including the datapoints when the item was on discount.
Once, the new prices are put up, it is important to continuously monitor the sales and profit. If this method of pricing is a part of a rpoduct, a dashboard can be created for the purpose of monitoring these items and calculating the lift in the profit.